/src/llama.cpp/src/llama-arch.cpp
Line | Count | Source |
1 | | #include "llama-arch.h" |
2 | | |
3 | | #include "llama-impl.h" |
4 | | |
5 | | #include <map> |
6 | | |
7 | | static const std::map<llm_arch, const char *> LLM_ARCH_NAMES = { |
8 | | { LLM_ARCH_CLIP, "clip" }, // dummy, only used by llama-quantize |
9 | | { LLM_ARCH_LLAMA, "llama" }, |
10 | | { LLM_ARCH_LLAMA4, "llama4" }, |
11 | | { LLM_ARCH_DECI, "deci" }, |
12 | | { LLM_ARCH_FALCON, "falcon" }, |
13 | | { LLM_ARCH_GROK, "grok" }, |
14 | | { LLM_ARCH_GPT2, "gpt2" }, |
15 | | { LLM_ARCH_GPTJ, "gptj" }, |
16 | | { LLM_ARCH_GPTNEOX, "gptneox" }, |
17 | | { LLM_ARCH_MPT, "mpt" }, |
18 | | { LLM_ARCH_BAICHUAN, "baichuan" }, |
19 | | { LLM_ARCH_STARCODER, "starcoder" }, |
20 | | { LLM_ARCH_REFACT, "refact" }, |
21 | | { LLM_ARCH_BERT, "bert" }, |
22 | | { LLM_ARCH_NOMIC_BERT, "nomic-bert" }, |
23 | | { LLM_ARCH_NOMIC_BERT_MOE, "nomic-bert-moe" }, |
24 | | { LLM_ARCH_NEO_BERT, "neo-bert" }, |
25 | | { LLM_ARCH_JINA_BERT_V2, "jina-bert-v2" }, |
26 | | { LLM_ARCH_JINA_BERT_V3, "jina-bert-v3" }, |
27 | | { LLM_ARCH_BLOOM, "bloom" }, |
28 | | { LLM_ARCH_STABLELM, "stablelm" }, |
29 | | { LLM_ARCH_QWEN, "qwen" }, |
30 | | { LLM_ARCH_QWEN2, "qwen2" }, |
31 | | { LLM_ARCH_QWEN2MOE, "qwen2moe" }, |
32 | | { LLM_ARCH_QWEN2VL, "qwen2vl" }, |
33 | | { LLM_ARCH_QWEN3, "qwen3" }, |
34 | | { LLM_ARCH_QWEN3MOE, "qwen3moe" }, |
35 | | { LLM_ARCH_QWEN3NEXT, "qwen3next" }, |
36 | | { LLM_ARCH_QWEN3VL, "qwen3vl" }, |
37 | | { LLM_ARCH_QWEN3VLMOE, "qwen3vlmoe" }, |
38 | | { LLM_ARCH_PHI2, "phi2" }, |
39 | | { LLM_ARCH_PHI3, "phi3" }, |
40 | | { LLM_ARCH_PHIMOE, "phimoe" }, |
41 | | { LLM_ARCH_PLAMO, "plamo" }, |
42 | | { LLM_ARCH_PLAMO2, "plamo2" }, |
43 | | { LLM_ARCH_CODESHELL, "codeshell" }, |
44 | | { LLM_ARCH_ORION, "orion" }, |
45 | | { LLM_ARCH_INTERNLM2, "internlm2" }, |
46 | | { LLM_ARCH_MINICPM, "minicpm" }, |
47 | | { LLM_ARCH_MINICPM3, "minicpm3" }, |
48 | | { LLM_ARCH_GEMMA, "gemma" }, |
49 | | { LLM_ARCH_GEMMA2, "gemma2" }, |
50 | | { LLM_ARCH_GEMMA3, "gemma3" }, |
51 | | { LLM_ARCH_GEMMA3N, "gemma3n" }, |
52 | | { LLM_ARCH_GEMMA_EMBEDDING, "gemma-embedding" }, |
53 | | { LLM_ARCH_STARCODER2, "starcoder2" }, |
54 | | { LLM_ARCH_MAMBA, "mamba" }, |
55 | | { LLM_ARCH_MAMBA2, "mamba2" }, |
56 | | { LLM_ARCH_JAMBA, "jamba" }, |
57 | | { LLM_ARCH_FALCON_H1, "falcon-h1" }, |
58 | | { LLM_ARCH_XVERSE, "xverse" }, |
59 | | { LLM_ARCH_COMMAND_R, "command-r" }, |
60 | | { LLM_ARCH_COHERE2, "cohere2" }, |
61 | | { LLM_ARCH_DBRX, "dbrx" }, |
62 | | { LLM_ARCH_OLMO, "olmo" }, |
63 | | { LLM_ARCH_OLMO2, "olmo2" }, |
64 | | { LLM_ARCH_OLMOE, "olmoe" }, |
65 | | { LLM_ARCH_OPENELM, "openelm" }, |
66 | | { LLM_ARCH_ARCTIC, "arctic" }, |
67 | | { LLM_ARCH_DEEPSEEK, "deepseek" }, |
68 | | { LLM_ARCH_DEEPSEEK2, "deepseek2" }, |
69 | | { LLM_ARCH_CHATGLM, "chatglm" }, |
70 | | { LLM_ARCH_GLM4, "glm4" }, |
71 | | { LLM_ARCH_GLM4_MOE, "glm4moe" }, |
72 | | { LLM_ARCH_BITNET, "bitnet" }, |
73 | | { LLM_ARCH_T5, "t5" }, |
74 | | { LLM_ARCH_T5ENCODER, "t5encoder" }, |
75 | | { LLM_ARCH_JAIS, "jais" }, |
76 | | { LLM_ARCH_NEMOTRON, "nemotron" }, |
77 | | { LLM_ARCH_NEMOTRON_H, "nemotron_h" }, |
78 | | { LLM_ARCH_EXAONE, "exaone" }, |
79 | | { LLM_ARCH_EXAONE4, "exaone4" }, |
80 | | { LLM_ARCH_RWKV6, "rwkv6" }, |
81 | | { LLM_ARCH_RWKV6QWEN2, "rwkv6qwen2" }, |
82 | | { LLM_ARCH_RWKV7, "rwkv7" }, |
83 | | { LLM_ARCH_ARWKV7, "arwkv7" }, |
84 | | { LLM_ARCH_GRANITE, "granite" }, |
85 | | { LLM_ARCH_GRANITE_MOE, "granitemoe" }, |
86 | | { LLM_ARCH_GRANITE_HYBRID, "granitehybrid" }, |
87 | | { LLM_ARCH_CHAMELEON, "chameleon" }, |
88 | | { LLM_ARCH_WAVTOKENIZER_DEC, "wavtokenizer-dec" }, |
89 | | { LLM_ARCH_PLM, "plm" }, |
90 | | { LLM_ARCH_BAILINGMOE, "bailingmoe" }, |
91 | | { LLM_ARCH_BAILINGMOE2, "bailingmoe2" }, |
92 | | { LLM_ARCH_DOTS1, "dots1" }, |
93 | | { LLM_ARCH_ARCEE, "arcee" }, |
94 | | { LLM_ARCH_AFMOE, "afmoe" }, |
95 | | { LLM_ARCH_ERNIE4_5, "ernie4_5" }, |
96 | | { LLM_ARCH_ERNIE4_5_MOE, "ernie4_5-moe" }, |
97 | | { LLM_ARCH_HUNYUAN_MOE, "hunyuan-moe" }, |
98 | | { LLM_ARCH_HUNYUAN_DENSE, "hunyuan-dense" }, |
99 | | { LLM_ARCH_SMOLLM3, "smollm3" }, |
100 | | { LLM_ARCH_OPENAI_MOE, "gpt-oss" }, |
101 | | { LLM_ARCH_LFM2, "lfm2" }, |
102 | | { LLM_ARCH_LFM2MOE, "lfm2moe" }, |
103 | | { LLM_ARCH_DREAM, "dream" }, |
104 | | { LLM_ARCH_SMALLTHINKER, "smallthinker" }, |
105 | | { LLM_ARCH_LLADA, "llada" }, |
106 | | { LLM_ARCH_LLADA_MOE, "llada-moe" }, |
107 | | { LLM_ARCH_SEED_OSS, "seed_oss" }, |
108 | | { LLM_ARCH_GROVEMOE, "grovemoe" }, |
109 | | { LLM_ARCH_APERTUS, "apertus" }, |
110 | | { LLM_ARCH_MINIMAX_M2, "minimax-m2" }, |
111 | | { LLM_ARCH_COGVLM, "cogvlm" }, |
112 | | { LLM_ARCH_RND1, "rnd1" }, |
113 | | { LLM_ARCH_PANGU_EMBED, "pangu-embedded" }, |
114 | | { LLM_ARCH_MISTRAL3, "mistral3" }, |
115 | | { LLM_ARCH_UNKNOWN, "(unknown)" }, |
116 | | }; |
117 | | |
118 | | static const std::map<llm_kv, const char *> LLM_KV_NAMES = { |
119 | | { LLM_KV_GENERAL_TYPE, "general.type" }, |
120 | | { LLM_KV_GENERAL_ARCHITECTURE, "general.architecture" }, |
121 | | { LLM_KV_GENERAL_QUANTIZATION_VERSION, "general.quantization_version" }, |
122 | | { LLM_KV_GENERAL_ALIGNMENT, "general.alignment" }, |
123 | | { LLM_KV_GENERAL_FILE_TYPE, "general.file_type" }, |
124 | | { LLM_KV_GENERAL_SAMPLING_SEQUENCE, "general.sampling.sequence" }, |
125 | | { LLM_KV_GENERAL_SAMPLING_TOP_K, "general.sampling.top_k" }, |
126 | | { LLM_KV_GENERAL_SAMPLING_TOP_P, "general.sampling.top_p" }, |
127 | | { LLM_KV_GENERAL_SAMPLING_MIN_P, "general.sampling.min_p" }, |
128 | | { LLM_KV_GENERAL_SAMPLING_XTC_PROBABILITY, "general.sampling.xtc_probability" }, |
129 | | { LLM_KV_GENERAL_SAMPLING_XTC_THRESHOLD, "general.sampling.xtc_threshold" }, |
130 | | { LLM_KV_GENERAL_SAMPLING_TEMP, "general.sampling.temp" }, |
131 | | { LLM_KV_GENERAL_SAMPLING_PENALTY_LAST_N, "general.sampling.penalty_last_n" }, |
132 | | { LLM_KV_GENERAL_SAMPLING_PENALTY_REPEAT, "general.sampling.penalty_repeat" }, |
133 | | { LLM_KV_GENERAL_SAMPLING_MIROSTAT, "general.sampling.mirostat" }, |
134 | | { LLM_KV_GENERAL_SAMPLING_MIROSTAT_TAU, "general.sampling.mirostat_tau" }, |
135 | | { LLM_KV_GENERAL_SAMPLING_MIROSTAT_ETA, "general.sampling.mirostat_eta" }, |
136 | | { LLM_KV_GENERAL_NAME, "general.name" }, |
137 | | { LLM_KV_GENERAL_AUTHOR, "general.author" }, |
138 | | { LLM_KV_GENERAL_VERSION, "general.version" }, |
139 | | { LLM_KV_GENERAL_URL, "general.url" }, |
140 | | { LLM_KV_GENERAL_DESCRIPTION, "general.description" }, |
141 | | { LLM_KV_GENERAL_LICENSE, "general.license" }, |
142 | | { LLM_KV_GENERAL_SOURCE_URL, "general.source.url" }, |
143 | | { LLM_KV_GENERAL_SOURCE_HF_REPO, "general.source.huggingface.repository" }, |
144 | | |
145 | | { LLM_KV_VOCAB_SIZE, "%s.vocab_size" }, |
146 | | { LLM_KV_CONTEXT_LENGTH, "%s.context_length" }, |
147 | | { LLM_KV_EMBEDDING_LENGTH, "%s.embedding_length" }, |
148 | | { LLM_KV_FEATURES_LENGTH, "%s.features_length" }, |
149 | | { LLM_KV_BLOCK_COUNT, "%s.block_count" }, |
150 | | { LLM_KV_LEADING_DENSE_BLOCK_COUNT, "%s.leading_dense_block_count" }, |
151 | | { LLM_KV_FEED_FORWARD_LENGTH, "%s.feed_forward_length" }, |
152 | | { LLM_KV_EXPERT_FEED_FORWARD_LENGTH, "%s.expert_feed_forward_length" }, |
153 | | { LLM_KV_EXPERT_SHARED_FEED_FORWARD_LENGTH, "%s.expert_shared_feed_forward_length" }, |
154 | | { LLM_KV_EXPERT_CHUNK_FEED_FORWARD_LENGTH, "%s.expert_chunk_feed_forward_length" }, |
155 | | { LLM_KV_USE_PARALLEL_RESIDUAL, "%s.use_parallel_residual" }, |
156 | | { LLM_KV_TENSOR_DATA_LAYOUT, "%s.tensor_data_layout" }, |
157 | | { LLM_KV_EXPERT_COUNT, "%s.expert_count" }, |
158 | | { LLM_KV_EXPERT_USED_COUNT, "%s.expert_used_count" }, |
159 | | { LLM_KV_EXPERT_SHARED_COUNT, "%s.expert_shared_count" }, |
160 | | { LLM_KV_EXPERT_GROUP_COUNT, "%s.expert_group_count" }, |
161 | | { LLM_KV_EXPERT_GROUP_USED_COUNT, "%s.expert_group_used_count" }, |
162 | | { LLM_KV_EXPERT_WEIGHTS_SCALE, "%s.expert_weights_scale" }, |
163 | | { LLM_KV_EXPERT_WEIGHTS_NORM, "%s.expert_weights_norm" }, |
164 | | { LLM_KV_EXPERT_GATING_FUNC, "%s.expert_gating_func" }, |
165 | | { LLM_KV_EXPERT_GROUP_SCALE, "%s.expert_group_scale" }, |
166 | | { LLM_KV_EXPERTS_PER_GROUP, "%s.experts_per_group" }, |
167 | | { LLM_KV_MOE_EVERY_N_LAYERS, "%s.moe_every_n_layers" }, |
168 | | { LLM_KV_NEXTN_PREDICT_LAYERS, "%s.nextn_predict_layers" }, |
169 | | { LLM_KV_NUM_DEEPSTACK_LAYERS, "%s.n_deepstack_layers" }, |
170 | | { LLM_KV_POOLING_TYPE, "%s.pooling_type" }, |
171 | | { LLM_KV_LOGIT_SCALE, "%s.logit_scale" }, |
172 | | { LLM_KV_DECODER_START_TOKEN_ID, "%s.decoder_start_token_id" }, |
173 | | { LLM_KV_DECODER_BLOCK_COUNT, "%s.decoder_block_count" }, |
174 | | { LLM_KV_ATTN_LOGIT_SOFTCAPPING, "%s.attn_logit_softcapping" }, |
175 | | { LLM_KV_ROUTER_LOGIT_SOFTCAPPING, "%s.router_logit_softcapping" }, |
176 | | { LLM_KV_FINAL_LOGIT_SOFTCAPPING, "%s.final_logit_softcapping" }, |
177 | | { LLM_KV_SWIN_NORM, "%s.swin_norm" }, |
178 | | { LLM_KV_RESCALE_EVERY_N_LAYERS, "%s.rescale_every_n_layers" }, |
179 | | { LLM_KV_TIME_MIX_EXTRA_DIM, "%s.time_mix_extra_dim" }, |
180 | | { LLM_KV_TIME_DECAY_EXTRA_DIM, "%s.time_decay_extra_dim" }, |
181 | | { LLM_KV_RESIDUAL_SCALE, "%s.residual_scale" }, |
182 | | { LLM_KV_EMBEDDING_SCALE, "%s.embedding_scale" }, |
183 | | { LLM_KV_TOKEN_SHIFT_COUNT, "%s.token_shift_count" }, |
184 | | { LLM_KV_INTERLEAVE_MOE_LAYER_STEP, "%s.interleave_moe_layer_step" }, |
185 | | |
186 | | { LLM_KV_ATTENTION_HEAD_COUNT, "%s.attention.head_count" }, |
187 | | { LLM_KV_ATTENTION_HEAD_COUNT_KV, "%s.attention.head_count_kv" }, |
188 | | { LLM_KV_ATTENTION_MAX_ALIBI_BIAS, "%s.attention.max_alibi_bias" }, |
189 | | { LLM_KV_ATTENTION_CLAMP_KQV, "%s.attention.clamp_kqv" }, |
190 | | { LLM_KV_ATTENTION_KEY_LENGTH, "%s.attention.key_length" }, |
191 | | { LLM_KV_ATTENTION_VALUE_LENGTH, "%s.attention.value_length" }, |
192 | | { LLM_KV_ATTENTION_LAYERNORM_EPS, "%s.attention.layer_norm_epsilon" }, |
193 | | { LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, "%s.attention.layer_norm_rms_epsilon" }, |
194 | | { LLM_KV_ATTENTION_GROUPNORM_EPS, "%s.attention.group_norm_epsilon" }, |
195 | | { LLM_KV_ATTENTION_GROUPNORM_GROUPS, "%s.attention.group_norm_groups" }, |
196 | | { LLM_KV_ATTENTION_CAUSAL, "%s.attention.causal" }, |
197 | | { LLM_KV_ATTENTION_Q_LORA_RANK, "%s.attention.q_lora_rank" }, |
198 | | { LLM_KV_ATTENTION_KV_LORA_RANK, "%s.attention.kv_lora_rank" }, |
199 | | { LLM_KV_ATTENTION_DECAY_LORA_RANK, "%s.attention.decay_lora_rank" }, |
200 | | { LLM_KV_ATTENTION_ICLR_LORA_RANK, "%s.attention.iclr_lora_rank" }, |
201 | | { LLM_KV_ATTENTION_VALUE_RESIDUAL_MIX_LORA_RANK, "%s.attention.value_residual_mix_lora_rank" }, |
202 | | { LLM_KV_ATTENTION_GATE_LORA_RANK, "%s.attention.gate_lora_rank" }, |
203 | | { LLM_KV_ATTENTION_RELATIVE_BUCKETS_COUNT, "%s.attention.relative_buckets_count" }, |
204 | | { LLM_KV_ATTENTION_SLIDING_WINDOW, "%s.attention.sliding_window" }, |
205 | | { LLM_KV_ATTENTION_SCALE, "%s.attention.scale" }, |
206 | | { LLM_KV_ATTENTION_OUTPUT_SCALE, "%s.attention.output_scale" }, |
207 | | { LLM_KV_ATTENTION_TEMPERATURE_LENGTH, "%s.attention.temperature_length" }, |
208 | | { LLM_KV_ATTENTION_TEMPERATURE_SCALE, "%s.attention.temperature_scale" }, |
209 | | { LLM_KV_ATTENTION_KEY_LENGTH_MLA, "%s.attention.key_length_mla" }, |
210 | | { LLM_KV_ATTENTION_VALUE_LENGTH_MLA, "%s.attention.value_length_mla" }, |
211 | | |
212 | | { LLM_KV_ROPE_DIMENSION_COUNT, "%s.rope.dimension_count" }, |
213 | | { LLM_KV_ROPE_DIMENSION_SECTIONS, "%s.rope.dimension_sections" }, |
214 | | { LLM_KV_ROPE_FREQ_BASE, "%s.rope.freq_base" }, |
215 | | { LLM_KV_ROPE_SCALE_LINEAR, "%s.rope.scale_linear" }, |
216 | | { LLM_KV_ROPE_SCALING_TYPE, "%s.rope.scaling.type" }, |
217 | | { LLM_KV_ROPE_SCALING_FACTOR, "%s.rope.scaling.factor" }, |
218 | | { LLM_KV_ROPE_SCALING_ATTN_FACTOR, "%s.rope.scaling.attn_factor" }, |
219 | | { LLM_KV_ROPE_SCALING_ORIG_CTX_LEN, "%s.rope.scaling.original_context_length" }, |
220 | | { LLM_KV_ROPE_SCALING_FINETUNED, "%s.rope.scaling.finetuned" }, |
221 | | { LLM_KV_ROPE_SCALING_YARN_LOG_MUL, "%s.rope.scaling.yarn_log_multiplier" }, |
222 | | { LLM_KV_ROPE_SCALING_YARN_EXT_FACTOR, "%s.rope.scaling.yarn_ext_factor" }, |
223 | | { LLM_KV_ROPE_SCALING_YARN_ATTN_FACTOR, "%s.rope.scaling.yarn_attn_factor" }, |
224 | | { LLM_KV_ROPE_SCALING_YARN_BETA_FAST, "%s.rope.scaling.yarn_beta_fast" }, |
225 | | { LLM_KV_ROPE_SCALING_YARN_BETA_SLOW, "%s.rope.scaling.yarn_beta_slow" }, |
226 | | |
227 | | { LLM_KV_SPLIT_NO, "split.no" }, |
228 | | { LLM_KV_SPLIT_COUNT, "split.count" }, |
229 | | { LLM_KV_SPLIT_TENSORS_COUNT, "split.tensors.count" }, |
230 | | |
231 | | { LLM_KV_SSM_CONV_KERNEL, "%s.ssm.conv_kernel" }, |
232 | | { LLM_KV_SSM_INNER_SIZE, "%s.ssm.inner_size" }, |
233 | | { LLM_KV_SSM_STATE_SIZE, "%s.ssm.state_size" }, |
234 | | { LLM_KV_SSM_TIME_STEP_RANK, "%s.ssm.time_step_rank" }, |
235 | | { LLM_KV_SSM_GROUP_COUNT, "%s.ssm.group_count" }, |
236 | | { LLM_KV_SSM_DT_B_C_RMS, "%s.ssm.dt_b_c_rms" }, |
237 | | |
238 | | { LLM_KV_WKV_HEAD_SIZE, "%s.wkv.head_size" }, |
239 | | |
240 | | { LLM_KV_POSNET_EMBEDDING_LENGTH, "%s.posnet.embedding_length" }, |
241 | | { LLM_KV_POSNET_BLOCK_COUNT, "%s.posnet.block_count" }, |
242 | | |
243 | | { LLM_KV_CONVNEXT_EMBEDDING_LENGTH, "%s.convnext.embedding_length" }, |
244 | | { LLM_KV_CONVNEXT_BLOCK_COUNT, "%s.convnext.block_count" }, |
245 | | |
246 | | { LLM_KV_CLASSIFIER_OUTPUT_LABELS, "%s.classifier.output_labels" }, |
247 | | |
248 | | { LLM_KV_SHORTCONV_L_CACHE, "%s.shortconv.l_cache" }, |
249 | | // sentence-transformers dense modules feature dims |
250 | | { LLM_KV_DENSE_2_FEAT_IN, "%s.dense_2_feat_in" }, |
251 | | { LLM_KV_DENSE_2_FEAT_OUT, "%s.dense_2_feat_out" }, |
252 | | { LLM_KV_DENSE_3_FEAT_IN, "%s.dense_3_feat_in" }, |
253 | | { LLM_KV_DENSE_3_FEAT_OUT, "%s.dense_3_feat_out" }, |
254 | | |
255 | | { LLM_KV_TOKENIZER_MODEL, "tokenizer.ggml.model" }, |
256 | | { LLM_KV_TOKENIZER_PRE, "tokenizer.ggml.pre" }, |
257 | | { LLM_KV_TOKENIZER_LIST, "tokenizer.ggml.tokens" }, |
258 | | { LLM_KV_TOKENIZER_TOKEN_TYPE, "tokenizer.ggml.token_type" }, |
259 | | { LLM_KV_TOKENIZER_TOKEN_TYPE_COUNT, "tokenizer.ggml.token_type_count" }, |
260 | | { LLM_KV_TOKENIZER_SCORES, "tokenizer.ggml.scores" }, |
261 | | { LLM_KV_TOKENIZER_MERGES, "tokenizer.ggml.merges" }, |
262 | | { LLM_KV_TOKENIZER_BOS_ID, "tokenizer.ggml.bos_token_id" }, |
263 | | { LLM_KV_TOKENIZER_EOS_ID, "tokenizer.ggml.eos_token_id" }, |
264 | | { LLM_KV_TOKENIZER_EOT_ID, "tokenizer.ggml.eot_token_id" }, |
265 | | { LLM_KV_TOKENIZER_EOM_ID, "tokenizer.ggml.eom_token_id" }, |
266 | | { LLM_KV_TOKENIZER_UNK_ID, "tokenizer.ggml.unknown_token_id" }, |
267 | | { LLM_KV_TOKENIZER_SEP_ID, "tokenizer.ggml.seperator_token_id" }, |
268 | | { LLM_KV_TOKENIZER_PAD_ID, "tokenizer.ggml.padding_token_id" }, |
269 | | { LLM_KV_TOKENIZER_CLS_ID, "tokenizer.ggml.cls_token_id" }, |
270 | | { LLM_KV_TOKENIZER_MASK_ID, "tokenizer.ggml.mask_token_id" }, |
271 | | { LLM_KV_TOKENIZER_ADD_BOS, "tokenizer.ggml.add_bos_token" }, |
272 | | { LLM_KV_TOKENIZER_ADD_EOS, "tokenizer.ggml.add_eos_token" }, |
273 | | { LLM_KV_TOKENIZER_ADD_SEP, "tokenizer.ggml.add_sep_token" }, |
274 | | { LLM_KV_TOKENIZER_ADD_PREFIX, "tokenizer.ggml.add_space_prefix" }, |
275 | | { LLM_KV_TOKENIZER_REMOVE_EXTRA_WS, "tokenizer.ggml.remove_extra_whitespaces" }, |
276 | | { LLM_KV_TOKENIZER_PRECOMPILED_CHARSMAP, "tokenizer.ggml.precompiled_charsmap" }, |
277 | | { LLM_KV_TOKENIZER_HF_JSON, "tokenizer.huggingface.json" }, |
278 | | { LLM_KV_TOKENIZER_RWKV, "tokenizer.rwkv.world" }, |
279 | | { LLM_KV_TOKENIZER_CHAT_TEMPLATE, "tokenizer.chat_template" }, |
280 | | { LLM_KV_TOKENIZER_FIM_PRE_ID, "tokenizer.ggml.fim_pre_token_id" }, |
281 | | { LLM_KV_TOKENIZER_FIM_SUF_ID, "tokenizer.ggml.fim_suf_token_id" }, |
282 | | { LLM_KV_TOKENIZER_FIM_MID_ID, "tokenizer.ggml.fim_mid_token_id" }, |
283 | | { LLM_KV_TOKENIZER_FIM_PAD_ID, "tokenizer.ggml.fim_pad_token_id" }, |
284 | | { LLM_KV_TOKENIZER_FIM_REP_ID, "tokenizer.ggml.fim_rep_token_id" }, |
285 | | { LLM_KV_TOKENIZER_FIM_SEP_ID, "tokenizer.ggml.fim_sep_token_id" }, |
286 | | |
287 | | { LLM_KV_ADAPTER_TYPE, "adapter.type" }, |
288 | | { LLM_KV_ADAPTER_LORA_ALPHA, "adapter.lora.alpha" }, |
289 | | { LLM_KV_ADAPTER_LORA_TASK_NAME, "adapter.lora.task_name" }, |
290 | | { LLM_KV_ADAPTER_LORA_PROMPT_PREFIX, "adapter.lora.prompt_prefix" }, |
291 | | { LLM_KV_ADAPTER_ALORA_INVOCATION_TOKENS, "adapter.alora.invocation_tokens" }, |
292 | | |
293 | | { LLM_KV_XIELU_ALPHA_N, "xielu.alpha_n" }, |
294 | | { LLM_KV_XIELU_ALPHA_P, "xielu.alpha_p" }, |
295 | | { LLM_KV_XIELU_BETA, "xielu.beta" }, |
296 | | { LLM_KV_XIELU_EPS, "xielu.eps" }, |
297 | | |
298 | | // deprecated |
299 | | { LLM_KV_TOKENIZER_PREFIX_ID, "tokenizer.ggml.prefix_token_id" }, |
300 | | { LLM_KV_TOKENIZER_SUFFIX_ID, "tokenizer.ggml.suffix_token_id" }, |
301 | | { LLM_KV_TOKENIZER_MIDDLE_ID, "tokenizer.ggml.middle_token_id" }, |
302 | | }; |
303 | | |
304 | | static const std::map<llm_arch, std::map<llm_tensor, const char *>> LLM_TENSOR_NAMES = { |
305 | | { |
306 | | LLM_ARCH_CLIP, |
307 | | {}, |
308 | | }, |
309 | | { |
310 | | LLM_ARCH_LLAMA, |
311 | | { |
312 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
313 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
314 | | { LLM_TENSOR_OUTPUT, "output" }, |
315 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
316 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
317 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
318 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
319 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
320 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
321 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
322 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
323 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
324 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
325 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
326 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
327 | | { LLM_TENSOR_FFN_GATE_EXP, "blk.%d.ffn_gate.%d" }, |
328 | | { LLM_TENSOR_FFN_DOWN_EXP, "blk.%d.ffn_down.%d" }, |
329 | | { LLM_TENSOR_FFN_UP_EXP, "blk.%d.ffn_up.%d" }, |
330 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
331 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
332 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
333 | | }, |
334 | | }, |
335 | | { |
336 | | LLM_ARCH_ARCEE, |
337 | | { |
338 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
339 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
340 | | { LLM_TENSOR_OUTPUT, "output" }, |
341 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
342 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
343 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
344 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
345 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
346 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
347 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
348 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
349 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
350 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
351 | | }, |
352 | | }, |
353 | | { |
354 | | LLM_ARCH_AFMOE, |
355 | | { |
356 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
357 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
358 | | { LLM_TENSOR_OUTPUT, "output" }, |
359 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
360 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
361 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
362 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
363 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
364 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
365 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
366 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
367 | | { LLM_TENSOR_ATTN_GATE, "blk.%d.attn_gate" }, |
368 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
369 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
370 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
371 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
372 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
373 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
374 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
375 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
376 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
377 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
378 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
379 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
380 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
381 | | }, |
382 | | }, |
383 | | { |
384 | | LLM_ARCH_LLAMA4, |
385 | | { |
386 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
387 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
388 | | { LLM_TENSOR_OUTPUT, "output" }, |
389 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
390 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
391 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
392 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
393 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
394 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
395 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
396 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
397 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
398 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
399 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
400 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
401 | | { LLM_TENSOR_FFN_GATE_EXP, "blk.%d.ffn_gate.%d" }, |
402 | | { LLM_TENSOR_FFN_DOWN_EXP, "blk.%d.ffn_down.%d" }, |
403 | | { LLM_TENSOR_FFN_UP_EXP, "blk.%d.ffn_up.%d" }, |
404 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
405 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
406 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
407 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
408 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
409 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
410 | | }, |
411 | | }, |
412 | | { |
413 | | LLM_ARCH_DECI, |
414 | | { |
415 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
416 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
417 | | { LLM_TENSOR_OUTPUT, "output" }, |
418 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
419 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
420 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
421 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
422 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
423 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
424 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
425 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
426 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
427 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
428 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
429 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
430 | | { LLM_TENSOR_FFN_GATE_EXP, "blk.%d.ffn_gate.%d" }, |
431 | | { LLM_TENSOR_FFN_DOWN_EXP, "blk.%d.ffn_down.%d" }, |
432 | | { LLM_TENSOR_FFN_UP_EXP, "blk.%d.ffn_up.%d" }, |
433 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
434 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
435 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
436 | | }, |
437 | | }, |
438 | | { |
439 | | LLM_ARCH_BAICHUAN, |
440 | | { |
441 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
442 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
443 | | { LLM_TENSOR_OUTPUT, "output" }, |
444 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
445 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
446 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
447 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
448 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
449 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
450 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
451 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
452 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
453 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
454 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
455 | | }, |
456 | | }, |
457 | | { |
458 | | LLM_ARCH_FALCON, |
459 | | { |
460 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
461 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
462 | | { LLM_TENSOR_OUTPUT, "output" }, |
463 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
464 | | { LLM_TENSOR_ATTN_NORM_2, "blk.%d.attn_norm_2" }, |
465 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
466 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
467 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
468 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
469 | | }, |
470 | | }, |
471 | | { |
472 | | LLM_ARCH_GROK, |
473 | | { |
474 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
475 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
476 | | { LLM_TENSOR_OUTPUT, "output" }, |
477 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
478 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
479 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
480 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
481 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
482 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
483 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
484 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
485 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
486 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
487 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
488 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
489 | | { LLM_TENSOR_FFN_GATE_EXP, "blk.%d.ffn_gate.%d" }, |
490 | | { LLM_TENSOR_FFN_DOWN_EXP, "blk.%d.ffn_down.%d" }, |
491 | | { LLM_TENSOR_FFN_UP_EXP, "blk.%d.ffn_up.%d" }, |
492 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
493 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
494 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
495 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
496 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
497 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
498 | | }, |
499 | | }, |
500 | | { |
501 | | LLM_ARCH_GPT2, |
502 | | { |
503 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
504 | | { LLM_TENSOR_POS_EMBD, "position_embd" }, |
505 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
506 | | { LLM_TENSOR_OUTPUT, "output" }, |
507 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
508 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
509 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
510 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
511 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
512 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
513 | | }, |
514 | | }, |
515 | | { |
516 | | LLM_ARCH_GPTJ, |
517 | | { |
518 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
519 | | }, |
520 | | }, |
521 | | { |
522 | | LLM_ARCH_GPTNEOX, |
523 | | { |
524 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
525 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
526 | | { LLM_TENSOR_OUTPUT, "output" }, |
527 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
528 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
529 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
530 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
531 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
532 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
533 | | }, |
534 | | }, |
535 | | { |
536 | | LLM_ARCH_MPT, |
537 | | { |
538 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
539 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
540 | | { LLM_TENSOR_OUTPUT, "output"}, |
541 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
542 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
543 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
544 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
545 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
546 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
547 | | { LLM_TENSOR_FFN_ACT, "blk.%d.ffn.act" }, |
548 | | { LLM_TENSOR_POS_EMBD, "position_embd" }, |
549 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm"}, |
550 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm"}, |
551 | | }, |
552 | | }, |
553 | | { |
554 | | LLM_ARCH_STARCODER, |
555 | | { |
556 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
557 | | { LLM_TENSOR_POS_EMBD, "position_embd" }, |
558 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
559 | | { LLM_TENSOR_OUTPUT, "output" }, |
560 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
561 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
562 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
563 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
564 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
565 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
566 | | }, |
567 | | }, |
568 | | { |
569 | | LLM_ARCH_REFACT, |
570 | | { |
571 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
572 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
573 | | { LLM_TENSOR_OUTPUT, "output" }, |
574 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
575 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
576 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
577 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
578 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
579 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
580 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
581 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
582 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
583 | | }, |
584 | | }, |
585 | | { |
586 | | LLM_ARCH_BERT, |
587 | | { |
588 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
589 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
590 | | { LLM_TENSOR_TOKEN_TYPES, "token_types" }, |
591 | | { LLM_TENSOR_POS_EMBD, "position_embd" }, |
592 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
593 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
594 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
595 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
596 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
597 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
598 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
599 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
600 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
601 | | { LLM_TENSOR_CLS, "cls" }, |
602 | | { LLM_TENSOR_CLS_OUT, "cls.output" }, |
603 | | }, |
604 | | }, |
605 | | { |
606 | | LLM_ARCH_NOMIC_BERT, |
607 | | { |
608 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
609 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
610 | | { LLM_TENSOR_TOKEN_TYPES, "token_types" }, |
611 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
612 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
613 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
614 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
615 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
616 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
617 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
618 | | }, |
619 | | }, |
620 | | { |
621 | | LLM_ARCH_NOMIC_BERT_MOE, |
622 | | { |
623 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
624 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
625 | | { LLM_TENSOR_TOKEN_TYPES, "token_types" }, |
626 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
627 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
628 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
629 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
630 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
631 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
632 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
633 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
634 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
635 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
636 | | }, |
637 | | }, |
638 | | { |
639 | | LLM_ARCH_NEO_BERT, |
640 | | { |
641 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
642 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
643 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
644 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
645 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
646 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
647 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
648 | | { LLM_TENSOR_ENC_OUTPUT_NORM, "enc.output_norm" }, |
649 | | { LLM_TENSOR_CLS, "cls" }, |
650 | | { LLM_TENSOR_CLS_OUT, "cls.output" }, |
651 | | }, |
652 | | }, |
653 | | { |
654 | | LLM_ARCH_JINA_BERT_V2, |
655 | | { |
656 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
657 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
658 | | { LLM_TENSOR_TOKEN_TYPES, "token_types" }, |
659 | | { LLM_TENSOR_ATTN_NORM_2, "blk.%d.attn_norm_2" }, |
660 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
661 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
662 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
663 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
664 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
665 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
666 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
667 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
668 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
669 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
670 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
671 | | { LLM_TENSOR_CLS, "cls" }, |
672 | | }, |
673 | | }, |
674 | | { |
675 | | LLM_ARCH_JINA_BERT_V3, |
676 | | { |
677 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
678 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
679 | | { LLM_TENSOR_TOKEN_TYPES, "token_types" }, |
680 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
681 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
682 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
683 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
684 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
685 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
686 | | }, |
687 | | }, |
688 | | { |
689 | | LLM_ARCH_BLOOM, |
690 | | { |
691 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
692 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
693 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
694 | | { LLM_TENSOR_OUTPUT, "output" }, |
695 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
696 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
697 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
698 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
699 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
700 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
701 | | }, |
702 | | }, |
703 | | { |
704 | | LLM_ARCH_STABLELM, |
705 | | { |
706 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
707 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
708 | | { LLM_TENSOR_OUTPUT, "output" }, |
709 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
710 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
711 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
712 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
713 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
714 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
715 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
716 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
717 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
718 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
719 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
720 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
721 | | }, |
722 | | }, |
723 | | { |
724 | | LLM_ARCH_QWEN, |
725 | | { |
726 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
727 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
728 | | { LLM_TENSOR_OUTPUT, "output" }, |
729 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
730 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
731 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
732 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
733 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
734 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
735 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
736 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
737 | | }, |
738 | | }, |
739 | | { |
740 | | LLM_ARCH_QWEN2, |
741 | | { |
742 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
743 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
744 | | { LLM_TENSOR_OUTPUT, "output" }, |
745 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
746 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
747 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
748 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
749 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
750 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
751 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
752 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
753 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
754 | | }, |
755 | | }, |
756 | | { |
757 | | LLM_ARCH_QWEN2VL, |
758 | | { |
759 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
760 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
761 | | { LLM_TENSOR_OUTPUT, "output" }, |
762 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
763 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
764 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
765 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
766 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
767 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
768 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
769 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
770 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
771 | | }, |
772 | | }, |
773 | | { |
774 | | LLM_ARCH_QWEN2MOE, |
775 | | { |
776 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
777 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
778 | | { LLM_TENSOR_OUTPUT, "output" }, |
779 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
780 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
781 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
782 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
783 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
784 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
785 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
786 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
787 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
788 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
789 | | { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" }, |
790 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
791 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
792 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
793 | | }, |
794 | | }, |
795 | | { |
796 | | LLM_ARCH_QWEN3, |
797 | | { |
798 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
799 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
800 | | { LLM_TENSOR_OUTPUT, "output" }, |
801 | | { LLM_TENSOR_CLS_OUT, "cls.output" }, |
802 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
803 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
804 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
805 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
806 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
807 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
808 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
809 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
810 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
811 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
812 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
813 | | }, |
814 | | }, |
815 | | { |
816 | | LLM_ARCH_QWEN3MOE, |
817 | | { |
818 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
819 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
820 | | { LLM_TENSOR_OUTPUT, "output" }, |
821 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
822 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
823 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
824 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
825 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
826 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
827 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
828 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
829 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
830 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
831 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
832 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
833 | | }, |
834 | | }, |
835 | | { |
836 | | LLM_ARCH_QWEN3NEXT, |
837 | | { |
838 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
839 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
840 | | { LLM_TENSOR_OUTPUT, "output" }, |
841 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
842 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
843 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
844 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
845 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
846 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
847 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
848 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
849 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
850 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
851 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
852 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
853 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
854 | | { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" }, |
855 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
856 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
857 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
858 | | { LLM_TENSOR_SSM_A_NOSCAN, "blk.%d.ssm_a" }, |
859 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
860 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
861 | | { LLM_TENSOR_SSM_BETA_ALPHA, "blk.%d.ssm_ba" }, |
862 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
863 | | { LLM_TENSOR_SSM_NORM, "blk.%d.ssm_norm" }, |
864 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
865 | | }, |
866 | | }, |
867 | | { |
868 | | LLM_ARCH_QWEN3VL, |
869 | | { |
870 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
871 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
872 | | { LLM_TENSOR_OUTPUT, "output" }, |
873 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
874 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
875 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
876 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
877 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
878 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
879 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
880 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
881 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
882 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
883 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
884 | | }, |
885 | | }, |
886 | | { |
887 | | LLM_ARCH_QWEN3VLMOE, |
888 | | { |
889 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
890 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
891 | | { LLM_TENSOR_OUTPUT, "output" }, |
892 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
893 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
894 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
895 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
896 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
897 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
898 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
899 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
900 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
901 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
902 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
903 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
904 | | }, |
905 | | }, |
906 | | { |
907 | | LLM_ARCH_PHI2, |
908 | | { |
909 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
910 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
911 | | { LLM_TENSOR_OUTPUT, "output" }, |
912 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
913 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
914 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
915 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
916 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
917 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
918 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
919 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
920 | | }, |
921 | | }, |
922 | | { |
923 | | LLM_ARCH_PHI3, |
924 | | { |
925 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
926 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
927 | | { LLM_TENSOR_OUTPUT, "output" }, |
928 | | { LLM_TENSOR_ROPE_FACTORS_LONG, "rope_factors_long" }, |
929 | | { LLM_TENSOR_ROPE_FACTORS_SHORT, "rope_factors_short" }, |
930 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
931 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
932 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
933 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
934 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
935 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
936 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
937 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
938 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
939 | | }, |
940 | | }, |
941 | | { |
942 | | LLM_ARCH_PHIMOE, |
943 | | { |
944 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
945 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
946 | | { LLM_TENSOR_OUTPUT, "output" }, |
947 | | { LLM_TENSOR_ROPE_FACTORS_LONG, "rope_factors_long" }, |
948 | | { LLM_TENSOR_ROPE_FACTORS_SHORT, "rope_factors_short" }, |
949 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
950 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
951 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
952 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
953 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
954 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
955 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
956 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
957 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
958 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
959 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
960 | | }, |
961 | | }, |
962 | | { |
963 | | LLM_ARCH_PLAMO, |
964 | | { |
965 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
966 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
967 | | { LLM_TENSOR_OUTPUT, "output" }, |
968 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
969 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
970 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
971 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
972 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
973 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
974 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
975 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
976 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
977 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
978 | | }, |
979 | | }, |
980 | | { |
981 | | LLM_ARCH_PLAMO2, |
982 | | { |
983 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
984 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
985 | | { LLM_TENSOR_OUTPUT, "output" }, |
986 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
987 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
988 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
989 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
990 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
991 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
992 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
993 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
994 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
995 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
996 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
997 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
998 | | { LLM_TENSOR_SSM_X, "blk.%d.ssm_x" }, |
999 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1000 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1001 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1002 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1003 | | { LLM_TENSOR_SSM_DT_NORM, "blk.%d.ssm_dt_norm" }, |
1004 | | { LLM_TENSOR_SSM_B_NORM, "blk.%d.ssm_b_norm" }, |
1005 | | { LLM_TENSOR_SSM_C_NORM, "blk.%d.ssm_c_norm" }, |
1006 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1007 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1008 | | }, |
1009 | | }, |
1010 | | { |
1011 | | LLM_ARCH_CODESHELL, |
1012 | | { |
1013 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1014 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1015 | | { LLM_TENSOR_OUTPUT, "output" }, |
1016 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1017 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1018 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1019 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1020 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1021 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
1022 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1023 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1024 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1025 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1026 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1027 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1028 | | }, |
1029 | | }, |
1030 | | { |
1031 | | LLM_ARCH_ORION, |
1032 | | { |
1033 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1034 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1035 | | { LLM_TENSOR_OUTPUT, "output" }, |
1036 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1037 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1038 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1039 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1040 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1041 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1042 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1043 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1044 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1045 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1046 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1047 | | }, |
1048 | | }, |
1049 | | { |
1050 | | LLM_ARCH_INTERNLM2, |
1051 | | { |
1052 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1053 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1054 | | { LLM_TENSOR_OUTPUT, "output" }, |
1055 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1056 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1057 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1058 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1059 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1060 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1061 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1062 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1063 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1064 | | }, |
1065 | | }, |
1066 | | { |
1067 | | LLM_ARCH_MINICPM, |
1068 | | { |
1069 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1070 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1071 | | { LLM_TENSOR_OUTPUT, "output" }, |
1072 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1073 | | { LLM_TENSOR_ROPE_FACTORS_LONG, "rope_factors_long" }, |
1074 | | { LLM_TENSOR_ROPE_FACTORS_SHORT, "rope_factors_short" }, |
1075 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1076 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1077 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1078 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1079 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1080 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1081 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1082 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1083 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1084 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1085 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1086 | | { LLM_TENSOR_FFN_GATE_EXP, "blk.%d.ffn_gate.%d" }, |
1087 | | { LLM_TENSOR_FFN_DOWN_EXP, "blk.%d.ffn_down.%d" }, |
1088 | | { LLM_TENSOR_FFN_UP_EXP, "blk.%d.ffn_up.%d" }, |
1089 | | }, |
1090 | | }, |
1091 | | { |
1092 | | LLM_ARCH_MINICPM3, |
1093 | | { |
1094 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1095 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1096 | | { LLM_TENSOR_OUTPUT, "output" }, |
1097 | | { LLM_TENSOR_ROPE_FACTORS_LONG, "rope_factors_long" }, |
1098 | | { LLM_TENSOR_ROPE_FACTORS_SHORT, "rope_factors_short" }, |
1099 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1100 | | { LLM_TENSOR_ATTN_Q_A_NORM, "blk.%d.attn_q_a_norm" }, |
1101 | | { LLM_TENSOR_ATTN_KV_A_NORM, "blk.%d.attn_kv_a_norm" }, |
1102 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1103 | | { LLM_TENSOR_ATTN_Q_A, "blk.%d.attn_q_a" }, |
1104 | | { LLM_TENSOR_ATTN_Q_B, "blk.%d.attn_q_b" }, |
1105 | | { LLM_TENSOR_ATTN_KV_A_MQA, "blk.%d.attn_kv_a_mqa" }, |
1106 | | { LLM_TENSOR_ATTN_KV_B, "blk.%d.attn_kv_b" }, |
1107 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1108 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1109 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1110 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1111 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1112 | | }, |
1113 | | }, |
1114 | | { |
1115 | | LLM_ARCH_GEMMA, |
1116 | | { |
1117 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1118 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1119 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1120 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1121 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1122 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1123 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1124 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1125 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1126 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1127 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1128 | | }, |
1129 | | }, |
1130 | | { |
1131 | | LLM_ARCH_GEMMA2, |
1132 | | { |
1133 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1134 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1135 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1136 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1137 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1138 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1139 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1140 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1141 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1142 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1143 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1144 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1145 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1146 | | }, |
1147 | | }, |
1148 | | { |
1149 | | LLM_ARCH_GEMMA3, |
1150 | | { |
1151 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1152 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1153 | | { LLM_TENSOR_OUTPUT, "output" }, |
1154 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1155 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1156 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1157 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1158 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1159 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1160 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1161 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1162 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1163 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1164 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1165 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1166 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1167 | | }, |
1168 | | }, |
1169 | | { |
1170 | | LLM_ARCH_GEMMA3N, |
1171 | | { |
1172 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1173 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1174 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1175 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1176 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1177 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1178 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1179 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1180 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1181 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1182 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1183 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1184 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1185 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1186 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1187 | | { LLM_TENSOR_PER_LAYER_TOKEN_EMBD, "per_layer_token_embd" }, |
1188 | | { LLM_TENSOR_PER_LAYER_MODEL_PROJ, "per_layer_model_proj" }, |
1189 | | { LLM_TENSOR_PER_LAYER_PROJ_NORM, "per_layer_proj_norm" }, |
1190 | | { LLM_TENSOR_ALTUP_UNEMBD_PROJ, "altup_unembd_proj" }, |
1191 | | { LLM_TENSOR_ALTUP_PROJ, "altup_proj" }, |
1192 | | { LLM_TENSOR_PER_LAYER_INP_GATE, "blk.%d.inp_gate" }, |
1193 | | { LLM_TENSOR_PER_LAYER_PROJ, "blk.%d.proj" }, |
1194 | | { LLM_TENSOR_PER_LAYER_POST_NORM, "blk.%d.post_norm" }, |
1195 | | { LLM_TENSOR_ALTUP_CORRECT_COEF, "blk.%d.altup_correct_coef" }, |
1196 | | { LLM_TENSOR_ALTUP_CORRECT_SCALE, "blk.%d.altup_correct_scale" }, |
1197 | | { LLM_TENSOR_ALTUP_PREDICT_COEF, "blk.%d.altup_predict_coef" }, |
1198 | | { LLM_TENSOR_ALTUP_ROUTER, "blk.%d.altup_router" }, |
1199 | | { LLM_TENSOR_ALTUP_ROUTER_NORM, "blk.%d.altup_router_norm" }, |
1200 | | { LLM_TENSOR_LAUREL_L, "blk.%d.laurel_l" }, |
1201 | | { LLM_TENSOR_LAUREL_R, "blk.%d.laurel_r" }, |
1202 | | { LLM_TENSOR_LAUREL_POST_NORM, "blk.%d.laurel_post_norm" }, |
1203 | | }, |
1204 | | }, |
1205 | | { |
1206 | | LLM_ARCH_GEMMA_EMBEDDING, |
1207 | | { |
1208 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1209 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1210 | | { LLM_TENSOR_OUTPUT, "output" }, |
1211 | | { LLM_TENSOR_DENSE_2_OUT, "dense_2" }, |
1212 | | { LLM_TENSOR_DENSE_3_OUT, "dense_3" }, |
1213 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1214 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1215 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1216 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1217 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1218 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1219 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1220 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1221 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1222 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1223 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1224 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1225 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1226 | | }, |
1227 | | }, |
1228 | | { |
1229 | | LLM_ARCH_STARCODER2, |
1230 | | { |
1231 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1232 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1233 | | { LLM_TENSOR_OUTPUT, "output" }, |
1234 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1235 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1236 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1237 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1238 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1239 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1240 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1241 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1242 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1243 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1244 | | }, |
1245 | | }, |
1246 | | { |
1247 | | LLM_ARCH_MAMBA, |
1248 | | { |
1249 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1250 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1251 | | { LLM_TENSOR_OUTPUT, "output" }, |
1252 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1253 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
1254 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
1255 | | { LLM_TENSOR_SSM_X, "blk.%d.ssm_x" }, |
1256 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1257 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1258 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1259 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1260 | | }, |
1261 | | }, |
1262 | | { |
1263 | | LLM_ARCH_MAMBA2, |
1264 | | { |
1265 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1266 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1267 | | { LLM_TENSOR_OUTPUT, "output" }, |
1268 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1269 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
1270 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
1271 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1272 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1273 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1274 | | { LLM_TENSOR_SSM_NORM, "blk.%d.ssm_norm" }, |
1275 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1276 | | }, |
1277 | | }, |
1278 | | { |
1279 | | LLM_ARCH_JAMBA, |
1280 | | { |
1281 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1282 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1283 | | { LLM_TENSOR_OUTPUT, "output" }, |
1284 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1285 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
1286 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
1287 | | { LLM_TENSOR_SSM_X, "blk.%d.ssm_x" }, |
1288 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1289 | | { LLM_TENSOR_SSM_DT_NORM, "blk.%d.ssm_dt_norm" }, |
1290 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1291 | | { LLM_TENSOR_SSM_B_NORM, "blk.%d.ssm_b_norm" }, |
1292 | | { LLM_TENSOR_SSM_C_NORM, "blk.%d.ssm_c_norm" }, |
1293 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1294 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1295 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1296 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1297 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1298 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1299 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1300 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1301 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1302 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1303 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1304 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1305 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1306 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1307 | | }, |
1308 | | }, |
1309 | | { |
1310 | | LLM_ARCH_FALCON_H1, |
1311 | | { |
1312 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1313 | | { LLM_TENSOR_OUTPUT, "output" }, |
1314 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1315 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1316 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1317 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1318 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1319 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1320 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
1321 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
1322 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1323 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1324 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1325 | | { LLM_TENSOR_SSM_NORM, "blk.%d.ssm_norm" }, |
1326 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1327 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1328 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1329 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1330 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1331 | | }, |
1332 | | }, |
1333 | | { |
1334 | | LLM_ARCH_XVERSE, |
1335 | | { |
1336 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1337 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1338 | | { LLM_TENSOR_OUTPUT, "output" }, |
1339 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1340 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1341 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1342 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1343 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1344 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1345 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1346 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1347 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1348 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1349 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1350 | | }, |
1351 | | }, |
1352 | | { |
1353 | | LLM_ARCH_COMMAND_R, |
1354 | | { |
1355 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1356 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1357 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1358 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1359 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1360 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1361 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1362 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1363 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1364 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1365 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1366 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1367 | | }, |
1368 | | }, |
1369 | | { |
1370 | | LLM_ARCH_COHERE2, |
1371 | | { |
1372 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1373 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1374 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1375 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1376 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1377 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1378 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1379 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1380 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1381 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1382 | | }, |
1383 | | }, |
1384 | | { |
1385 | | LLM_ARCH_DBRX, |
1386 | | { |
1387 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1388 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1389 | | { LLM_TENSOR_OUTPUT, "output" }, |
1390 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
1391 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1392 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1393 | | { LLM_TENSOR_ATTN_OUT_NORM, "blk.%d.attn_output_norm" }, |
1394 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1395 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1396 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1397 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1398 | | }, |
1399 | | }, |
1400 | | { |
1401 | | LLM_ARCH_OLMO, |
1402 | | { |
1403 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1404 | | { LLM_TENSOR_OUTPUT, "output" }, |
1405 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1406 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1407 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1408 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1409 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1410 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1411 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1412 | | }, |
1413 | | }, |
1414 | | { |
1415 | | LLM_ARCH_OLMO2, |
1416 | | { |
1417 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1418 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1419 | | { LLM_TENSOR_OUTPUT, "output" }, |
1420 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1421 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1422 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1423 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1424 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1425 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1426 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1427 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1428 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1429 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1430 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1431 | | }, |
1432 | | }, |
1433 | | { |
1434 | | LLM_ARCH_OLMOE, |
1435 | | { |
1436 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1437 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1438 | | { LLM_TENSOR_OUTPUT, "output" }, |
1439 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1440 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1441 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1442 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1443 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1444 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1445 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1446 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1447 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1448 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1449 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1450 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1451 | | }, |
1452 | | }, |
1453 | | { |
1454 | | LLM_ARCH_OPENELM, |
1455 | | { |
1456 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1457 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1458 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1459 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
1460 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1461 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1462 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1463 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1464 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1465 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1466 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1467 | | }, |
1468 | | }, |
1469 | | { |
1470 | | LLM_ARCH_ARCTIC, |
1471 | | { |
1472 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1473 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1474 | | { LLM_TENSOR_OUTPUT, "output" }, |
1475 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1476 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1477 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1478 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1479 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1480 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1481 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1482 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1483 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1484 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1485 | | { LLM_TENSOR_FFN_NORM_EXPS, "blk.%d.ffn_norm_exps" }, |
1486 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1487 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1488 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1489 | | }, |
1490 | | }, |
1491 | | { |
1492 | | LLM_ARCH_DEEPSEEK, |
1493 | | { |
1494 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1495 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1496 | | { LLM_TENSOR_OUTPUT, "output" }, |
1497 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1498 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1499 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1500 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1501 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1502 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1503 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1504 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1505 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1506 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1507 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1508 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1509 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1510 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1511 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1512 | | { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" }, |
1513 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
1514 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
1515 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
1516 | | }, |
1517 | | }, |
1518 | | { |
1519 | | LLM_ARCH_DEEPSEEK2, |
1520 | | { |
1521 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1522 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1523 | | { LLM_TENSOR_OUTPUT, "output" }, |
1524 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1525 | | { LLM_TENSOR_ATTN_Q_A_NORM, "blk.%d.attn_q_a_norm" }, |
1526 | | { LLM_TENSOR_ATTN_KV_A_NORM, "blk.%d.attn_kv_a_norm" }, |
1527 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1528 | | { LLM_TENSOR_ATTN_Q_A, "blk.%d.attn_q_a" }, |
1529 | | { LLM_TENSOR_ATTN_Q_B, "blk.%d.attn_q_b" }, |
1530 | | { LLM_TENSOR_ATTN_KV_A_MQA, "blk.%d.attn_kv_a_mqa" }, |
1531 | | { LLM_TENSOR_ATTN_KV_B, "blk.%d.attn_kv_b" }, |
1532 | | { LLM_TENSOR_ATTN_K_B, "blk.%d.attn_k_b" }, |
1533 | | { LLM_TENSOR_ATTN_V_B, "blk.%d.attn_v_b" }, |
1534 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1535 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1536 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1537 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1538 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1539 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1540 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1541 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1542 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1543 | | { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" }, |
1544 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
1545 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
1546 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
1547 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
1548 | | }, |
1549 | | }, |
1550 | | { |
1551 | | LLM_ARCH_PLM, |
1552 | | { |
1553 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1554 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1555 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1556 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1557 | | { LLM_TENSOR_ATTN_KV_A_MQA, "blk.%d.attn_kv_a_mqa" }, |
1558 | | { LLM_TENSOR_ATTN_KV_A_NORM, "blk.%d.attn_kv_a_norm" }, |
1559 | | { LLM_TENSOR_ATTN_KV_B, "blk.%d.attn_kv_b" }, |
1560 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1561 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1562 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1563 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1564 | | }, |
1565 | | }, |
1566 | | { |
1567 | | LLM_ARCH_CHATGLM, |
1568 | | { |
1569 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1570 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1571 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1572 | | { LLM_TENSOR_OUTPUT, "output" }, |
1573 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1574 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
1575 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1576 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1577 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1578 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1579 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1580 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1581 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1582 | | }, |
1583 | | }, |
1584 | | { |
1585 | | LLM_ARCH_GLM4, |
1586 | | { |
1587 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1588 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1589 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1590 | | { LLM_TENSOR_OUTPUT, "output" }, |
1591 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1592 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1593 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1594 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1595 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1596 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1597 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1598 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1599 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1600 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1601 | | }, |
1602 | | }, |
1603 | | { |
1604 | | LLM_ARCH_GLM4_MOE, |
1605 | | { |
1606 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1607 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1608 | | { LLM_TENSOR_OUTPUT, "output" }, |
1609 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1610 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1611 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1612 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1613 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1614 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1615 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1616 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1617 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1618 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1619 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1620 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1621 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1622 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1623 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1624 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
1625 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
1626 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
1627 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
1628 | | // NextN/MTP tensors - preserved but unused (in final layer, dynamic layer number) |
1629 | | { LLM_TENSOR_NEXTN_EH_PROJ, "blk.%d.nextn.eh_proj" }, |
1630 | | { LLM_TENSOR_NEXTN_EMBED_TOKENS, "blk.%d.nextn.embed_tokens" }, |
1631 | | { LLM_TENSOR_NEXTN_ENORM, "blk.%d.nextn.enorm" }, |
1632 | | { LLM_TENSOR_NEXTN_HNORM, "blk.%d.nextn.hnorm" }, |
1633 | | { LLM_TENSOR_NEXTN_SHARED_HEAD_HEAD, "blk.%d.nextn.shared_head_head" }, |
1634 | | { LLM_TENSOR_NEXTN_SHARED_HEAD_NORM, "blk.%d.nextn.shared_head_norm" }, |
1635 | | }, |
1636 | | }, |
1637 | | { |
1638 | | LLM_ARCH_BITNET, |
1639 | | { |
1640 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1641 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1642 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1643 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1644 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1645 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1646 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1647 | | { LLM_TENSOR_ATTN_SUB_NORM, "blk.%d.attn_sub_norm" }, |
1648 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1649 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1650 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1651 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1652 | | { LLM_TENSOR_FFN_SUB_NORM, "blk.%d.ffn_sub_norm" }, |
1653 | | }, |
1654 | | }, |
1655 | | { |
1656 | | LLM_ARCH_T5, |
1657 | | { |
1658 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1659 | | { LLM_TENSOR_OUTPUT, "output" }, |
1660 | | { LLM_TENSOR_DEC_OUTPUT_NORM, "dec.output_norm" }, |
1661 | | { LLM_TENSOR_DEC_ATTN_NORM, "dec.blk.%d.attn_norm" }, |
1662 | | { LLM_TENSOR_DEC_ATTN_Q, "dec.blk.%d.attn_q" }, |
1663 | | { LLM_TENSOR_DEC_ATTN_K, "dec.blk.%d.attn_k" }, |
1664 | | { LLM_TENSOR_DEC_ATTN_V, "dec.blk.%d.attn_v" }, |
1665 | | { LLM_TENSOR_DEC_ATTN_OUT, "dec.blk.%d.attn_o" }, |
1666 | | { LLM_TENSOR_DEC_ATTN_REL_B, "dec.blk.%d.attn_rel_b" }, |
1667 | | { LLM_TENSOR_DEC_CROSS_ATTN_NORM, "dec.blk.%d.cross_attn_norm" }, |
1668 | | { LLM_TENSOR_DEC_CROSS_ATTN_Q, "dec.blk.%d.cross_attn_q" }, |
1669 | | { LLM_TENSOR_DEC_CROSS_ATTN_K, "dec.blk.%d.cross_attn_k" }, |
1670 | | { LLM_TENSOR_DEC_CROSS_ATTN_V, "dec.blk.%d.cross_attn_v" }, |
1671 | | { LLM_TENSOR_DEC_CROSS_ATTN_OUT, "dec.blk.%d.cross_attn_o" }, |
1672 | | { LLM_TENSOR_DEC_CROSS_ATTN_REL_B, "dec.blk.%d.cross_attn_rel_b" }, |
1673 | | { LLM_TENSOR_DEC_FFN_NORM, "dec.blk.%d.ffn_norm" }, |
1674 | | { LLM_TENSOR_DEC_FFN_GATE, "dec.blk.%d.ffn_gate" }, |
1675 | | { LLM_TENSOR_DEC_FFN_DOWN, "dec.blk.%d.ffn_down" }, |
1676 | | { LLM_TENSOR_DEC_FFN_UP, "dec.blk.%d.ffn_up" }, |
1677 | | { LLM_TENSOR_ENC_OUTPUT_NORM, "enc.output_norm" }, |
1678 | | { LLM_TENSOR_ENC_ATTN_NORM, "enc.blk.%d.attn_norm" }, |
1679 | | { LLM_TENSOR_ENC_ATTN_Q, "enc.blk.%d.attn_q" }, |
1680 | | { LLM_TENSOR_ENC_ATTN_K, "enc.blk.%d.attn_k" }, |
1681 | | { LLM_TENSOR_ENC_ATTN_V, "enc.blk.%d.attn_v" }, |
1682 | | { LLM_TENSOR_ENC_ATTN_OUT, "enc.blk.%d.attn_o" }, |
1683 | | { LLM_TENSOR_ENC_ATTN_REL_B, "enc.blk.%d.attn_rel_b" }, |
1684 | | { LLM_TENSOR_ENC_FFN_NORM, "enc.blk.%d.ffn_norm" }, |
1685 | | { LLM_TENSOR_ENC_FFN_GATE, "enc.blk.%d.ffn_gate" }, |
1686 | | { LLM_TENSOR_ENC_FFN_DOWN, "enc.blk.%d.ffn_down" }, |
1687 | | { LLM_TENSOR_ENC_FFN_UP, "enc.blk.%d.ffn_up" }, |
1688 | | }, |
1689 | | }, |
1690 | | { |
1691 | | LLM_ARCH_T5ENCODER, |
1692 | | { |
1693 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1694 | | { LLM_TENSOR_OUTPUT, "output" }, |
1695 | | { LLM_TENSOR_ENC_OUTPUT_NORM, "enc.output_norm" }, |
1696 | | { LLM_TENSOR_ENC_ATTN_NORM, "enc.blk.%d.attn_norm" }, |
1697 | | { LLM_TENSOR_ENC_ATTN_Q, "enc.blk.%d.attn_q" }, |
1698 | | { LLM_TENSOR_ENC_ATTN_K, "enc.blk.%d.attn_k" }, |
1699 | | { LLM_TENSOR_ENC_ATTN_V, "enc.blk.%d.attn_v" }, |
1700 | | { LLM_TENSOR_ENC_ATTN_OUT, "enc.blk.%d.attn_o" }, |
1701 | | { LLM_TENSOR_ENC_ATTN_REL_B, "enc.blk.%d.attn_rel_b" }, |
1702 | | { LLM_TENSOR_ENC_FFN_NORM, "enc.blk.%d.ffn_norm" }, |
1703 | | { LLM_TENSOR_ENC_FFN_GATE, "enc.blk.%d.ffn_gate" }, |
1704 | | { LLM_TENSOR_ENC_FFN_DOWN, "enc.blk.%d.ffn_down" }, |
1705 | | { LLM_TENSOR_ENC_FFN_UP, "enc.blk.%d.ffn_up" }, |
1706 | | }, |
1707 | | }, |
1708 | | { |
1709 | | LLM_ARCH_JAIS, |
1710 | | { |
1711 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1712 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1713 | | { LLM_TENSOR_OUTPUT, "output" }, |
1714 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1715 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
1716 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1717 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1718 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1719 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1720 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1721 | | }, |
1722 | | }, |
1723 | | { |
1724 | | LLM_ARCH_NEMOTRON, |
1725 | | { |
1726 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1727 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1728 | | { LLM_TENSOR_OUTPUT, "output" }, |
1729 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1730 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1731 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1732 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1733 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1734 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1735 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1736 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1737 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1738 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1739 | | }, |
1740 | | }, |
1741 | | { |
1742 | | LLM_ARCH_NEMOTRON_H, |
1743 | | { |
1744 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1745 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1746 | | { LLM_TENSOR_OUTPUT, "output" }, |
1747 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1748 | | // mamba(2) ssm layers |
1749 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
1750 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
1751 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1752 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1753 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1754 | | { LLM_TENSOR_SSM_NORM, "blk.%d.ssm_norm" }, |
1755 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1756 | | // attention layers |
1757 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1758 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1759 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1760 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1761 | | // dense FFN |
1762 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1763 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1764 | | }, |
1765 | | }, |
1766 | | { |
1767 | | LLM_ARCH_EXAONE, |
1768 | | { |
1769 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1770 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1771 | | { LLM_TENSOR_OUTPUT, "output" }, |
1772 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1773 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1774 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1775 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1776 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1777 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1778 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
1779 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1780 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1781 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1782 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1783 | | }, |
1784 | | }, |
1785 | | { |
1786 | | LLM_ARCH_EXAONE4, |
1787 | | { |
1788 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1789 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1790 | | { LLM_TENSOR_OUTPUT, "output" }, |
1791 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
1792 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1793 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
1794 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1795 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
1796 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1797 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1798 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
1799 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1800 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1801 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1802 | | { LLM_TENSOR_FFN_POST_NORM, "blk.%d.post_ffw_norm" }, |
1803 | | } |
1804 | | }, |
1805 | | { |
1806 | | LLM_ARCH_RWKV6, |
1807 | | { |
1808 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1809 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
1810 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1811 | | { LLM_TENSOR_OUTPUT, "output" }, |
1812 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1813 | | { LLM_TENSOR_ATTN_NORM_2, "blk.%d.attn_norm_2" }, |
1814 | | { LLM_TENSOR_TIME_MIX_W1, "blk.%d.time_mix_w1" }, |
1815 | | { LLM_TENSOR_TIME_MIX_W2, "blk.%d.time_mix_w2" }, |
1816 | | { LLM_TENSOR_TIME_MIX_LERP_X, "blk.%d.time_mix_lerp_x" }, |
1817 | | { LLM_TENSOR_TIME_MIX_LERP_W, "blk.%d.time_mix_lerp_w" }, |
1818 | | { LLM_TENSOR_TIME_MIX_LERP_K, "blk.%d.time_mix_lerp_k" }, |
1819 | | { LLM_TENSOR_TIME_MIX_LERP_V, "blk.%d.time_mix_lerp_v" }, |
1820 | | { LLM_TENSOR_TIME_MIX_LERP_R, "blk.%d.time_mix_lerp_r" }, |
1821 | | { LLM_TENSOR_TIME_MIX_LERP_G, "blk.%d.time_mix_lerp_g" }, |
1822 | | { LLM_TENSOR_TIME_MIX_LERP_FUSED, "blk.%d.time_mix_lerp_fused" }, |
1823 | | { LLM_TENSOR_TIME_MIX_FIRST, "blk.%d.time_mix_first" }, |
1824 | | { LLM_TENSOR_TIME_MIX_DECAY, "blk.%d.time_mix_decay" }, |
1825 | | { LLM_TENSOR_TIME_MIX_DECAY_W1, "blk.%d.time_mix_decay_w1" }, |
1826 | | { LLM_TENSOR_TIME_MIX_DECAY_W2, "blk.%d.time_mix_decay_w2" }, |
1827 | | { LLM_TENSOR_TIME_MIX_KEY, "blk.%d.time_mix_key" }, |
1828 | | { LLM_TENSOR_TIME_MIX_VALUE, "blk.%d.time_mix_value" }, |
1829 | | { LLM_TENSOR_TIME_MIX_RECEPTANCE, "blk.%d.time_mix_receptance" }, |
1830 | | { LLM_TENSOR_TIME_MIX_GATE, "blk.%d.time_mix_gate" }, |
1831 | | { LLM_TENSOR_TIME_MIX_LN, "blk.%d.time_mix_ln" }, |
1832 | | { LLM_TENSOR_TIME_MIX_OUTPUT, "blk.%d.time_mix_output" }, |
1833 | | { LLM_TENSOR_CHANNEL_MIX_LERP_K, "blk.%d.channel_mix_lerp_k" }, |
1834 | | { LLM_TENSOR_CHANNEL_MIX_LERP_R, "blk.%d.channel_mix_lerp_r" }, |
1835 | | { LLM_TENSOR_CHANNEL_MIX_KEY, "blk.%d.channel_mix_key" }, |
1836 | | { LLM_TENSOR_CHANNEL_MIX_VALUE, "blk.%d.channel_mix_value" }, |
1837 | | { LLM_TENSOR_CHANNEL_MIX_RECEPTANCE, "blk.%d.channel_mix_receptance" }, |
1838 | | }, |
1839 | | }, |
1840 | | { |
1841 | | LLM_ARCH_RWKV6QWEN2, |
1842 | | { |
1843 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1844 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1845 | | { LLM_TENSOR_OUTPUT, "output" }, |
1846 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1847 | | { LLM_TENSOR_TIME_MIX_W1, "blk.%d.time_mix_w1" }, |
1848 | | { LLM_TENSOR_TIME_MIX_W2, "blk.%d.time_mix_w2" }, |
1849 | | { LLM_TENSOR_TIME_MIX_LERP_X, "blk.%d.time_mix_lerp_x" }, |
1850 | | { LLM_TENSOR_TIME_MIX_LERP_FUSED, "blk.%d.time_mix_lerp_fused" }, |
1851 | | { LLM_TENSOR_TIME_MIX_FIRST, "blk.%d.time_mix_first" }, |
1852 | | { LLM_TENSOR_TIME_MIX_DECAY, "blk.%d.time_mix_decay" }, |
1853 | | { LLM_TENSOR_TIME_MIX_DECAY_W1, "blk.%d.time_mix_decay_w1" }, |
1854 | | { LLM_TENSOR_TIME_MIX_DECAY_W2, "blk.%d.time_mix_decay_w2" }, |
1855 | | { LLM_TENSOR_TIME_MIX_KEY, "blk.%d.time_mix_key" }, |
1856 | | { LLM_TENSOR_TIME_MIX_VALUE, "blk.%d.time_mix_value" }, |
1857 | | { LLM_TENSOR_TIME_MIX_RECEPTANCE, "blk.%d.time_mix_receptance" }, |
1858 | | { LLM_TENSOR_TIME_MIX_GATE, "blk.%d.time_mix_gate" }, |
1859 | | { LLM_TENSOR_TIME_MIX_OUTPUT, "blk.%d.time_mix_output" }, |
1860 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1861 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1862 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1863 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1864 | | }, |
1865 | | }, |
1866 | | { |
1867 | | LLM_ARCH_RWKV7, |
1868 | | { |
1869 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1870 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
1871 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1872 | | { LLM_TENSOR_OUTPUT, "output" }, |
1873 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1874 | | { LLM_TENSOR_ATTN_NORM_2, "blk.%d.attn_norm_2" }, |
1875 | | { LLM_TENSOR_TIME_MIX_W0, "blk.%d.time_mix_w0" }, |
1876 | | { LLM_TENSOR_TIME_MIX_W1, "blk.%d.time_mix_w1" }, |
1877 | | { LLM_TENSOR_TIME_MIX_W2, "blk.%d.time_mix_w2" }, |
1878 | | { LLM_TENSOR_TIME_MIX_A0, "blk.%d.time_mix_a0" }, |
1879 | | { LLM_TENSOR_TIME_MIX_A1, "blk.%d.time_mix_a1" }, |
1880 | | { LLM_TENSOR_TIME_MIX_A2, "blk.%d.time_mix_a2" }, |
1881 | | { LLM_TENSOR_TIME_MIX_V0, "blk.%d.time_mix_v0" }, |
1882 | | { LLM_TENSOR_TIME_MIX_V1, "blk.%d.time_mix_v1" }, |
1883 | | { LLM_TENSOR_TIME_MIX_V2, "blk.%d.time_mix_v2" }, |
1884 | | { LLM_TENSOR_TIME_MIX_G1, "blk.%d.time_mix_g1" }, |
1885 | | { LLM_TENSOR_TIME_MIX_G2, "blk.%d.time_mix_g2" }, |
1886 | | { LLM_TENSOR_TIME_MIX_K_K, "blk.%d.time_mix_k_k" }, |
1887 | | { LLM_TENSOR_TIME_MIX_K_A, "blk.%d.time_mix_k_a" }, |
1888 | | { LLM_TENSOR_TIME_MIX_R_K, "blk.%d.time_mix_r_k" }, |
1889 | | { LLM_TENSOR_TIME_MIX_LERP_FUSED, "blk.%d.time_mix_lerp_fused" }, |
1890 | | { LLM_TENSOR_TIME_MIX_KEY, "blk.%d.time_mix_key" }, |
1891 | | { LLM_TENSOR_TIME_MIX_VALUE, "blk.%d.time_mix_value" }, |
1892 | | { LLM_TENSOR_TIME_MIX_RECEPTANCE, "blk.%d.time_mix_receptance" }, |
1893 | | { LLM_TENSOR_TIME_MIX_LN, "blk.%d.time_mix_ln" }, |
1894 | | { LLM_TENSOR_TIME_MIX_OUTPUT, "blk.%d.time_mix_output" }, |
1895 | | { LLM_TENSOR_CHANNEL_MIX_LERP_K, "blk.%d.channel_mix_lerp_k" }, |
1896 | | { LLM_TENSOR_CHANNEL_MIX_KEY, "blk.%d.channel_mix_key" }, |
1897 | | { LLM_TENSOR_CHANNEL_MIX_VALUE, "blk.%d.channel_mix_value" }, |
1898 | | }, |
1899 | | }, |
1900 | | { |
1901 | | LLM_ARCH_ARWKV7, |
1902 | | { |
1903 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1904 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
1905 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1906 | | { LLM_TENSOR_OUTPUT, "output" }, |
1907 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1908 | | { LLM_TENSOR_TIME_MIX_W0, "blk.%d.time_mix_w0" }, |
1909 | | { LLM_TENSOR_TIME_MIX_W1, "blk.%d.time_mix_w1" }, |
1910 | | { LLM_TENSOR_TIME_MIX_W2, "blk.%d.time_mix_w2" }, |
1911 | | { LLM_TENSOR_TIME_MIX_A0, "blk.%d.time_mix_a0" }, |
1912 | | { LLM_TENSOR_TIME_MIX_A1, "blk.%d.time_mix_a1" }, |
1913 | | { LLM_TENSOR_TIME_MIX_A2, "blk.%d.time_mix_a2" }, |
1914 | | { LLM_TENSOR_TIME_MIX_V0, "blk.%d.time_mix_v0" }, |
1915 | | { LLM_TENSOR_TIME_MIX_V1, "blk.%d.time_mix_v1" }, |
1916 | | { LLM_TENSOR_TIME_MIX_V2, "blk.%d.time_mix_v2" }, |
1917 | | { LLM_TENSOR_TIME_MIX_G1, "blk.%d.time_mix_g1" }, |
1918 | | { LLM_TENSOR_TIME_MIX_G2, "blk.%d.time_mix_g2" }, |
1919 | | { LLM_TENSOR_TIME_MIX_K_K, "blk.%d.time_mix_k_k" }, |
1920 | | { LLM_TENSOR_TIME_MIX_K_A, "blk.%d.time_mix_k_a" }, |
1921 | | { LLM_TENSOR_TIME_MIX_R_K, "blk.%d.time_mix_r_k" }, |
1922 | | { LLM_TENSOR_TIME_MIX_LERP_FUSED, "blk.%d.time_mix_lerp_fused" }, |
1923 | | { LLM_TENSOR_TIME_MIX_KEY, "blk.%d.time_mix_key" }, |
1924 | | { LLM_TENSOR_TIME_MIX_VALUE, "blk.%d.time_mix_value" }, |
1925 | | { LLM_TENSOR_TIME_MIX_RECEPTANCE, "blk.%d.time_mix_receptance" }, |
1926 | | { LLM_TENSOR_TIME_MIX_LN, "blk.%d.time_mix_ln" }, |
1927 | | { LLM_TENSOR_TIME_MIX_OUTPUT, "blk.%d.time_mix_output" }, |
1928 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1929 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1930 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1931 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1932 | | }, |
1933 | | }, |
1934 | | { |
1935 | | LLM_ARCH_GRANITE, |
1936 | | { |
1937 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1938 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1939 | | { LLM_TENSOR_OUTPUT, "output" }, |
1940 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1941 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1942 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1943 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1944 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1945 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1946 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1947 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1948 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1949 | | }, |
1950 | | }, |
1951 | | { |
1952 | | LLM_ARCH_GRANITE_MOE, |
1953 | | { |
1954 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1955 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1956 | | { LLM_TENSOR_OUTPUT, "output" }, |
1957 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1958 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1959 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1960 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1961 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1962 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1963 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
1964 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
1965 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
1966 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
1967 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
1968 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
1969 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
1970 | | }, |
1971 | | }, |
1972 | | { |
1973 | | LLM_ARCH_GRANITE_HYBRID, |
1974 | | { |
1975 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
1976 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
1977 | | { LLM_TENSOR_OUTPUT, "output" }, |
1978 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
1979 | | // mamba(2) ssm layers |
1980 | | { LLM_TENSOR_SSM_IN, "blk.%d.ssm_in" }, |
1981 | | { LLM_TENSOR_SSM_CONV1D, "blk.%d.ssm_conv1d" }, |
1982 | | { LLM_TENSOR_SSM_DT, "blk.%d.ssm_dt" }, |
1983 | | { LLM_TENSOR_SSM_A, "blk.%d.ssm_a" }, |
1984 | | { LLM_TENSOR_SSM_D, "blk.%d.ssm_d" }, |
1985 | | { LLM_TENSOR_SSM_NORM, "blk.%d.ssm_norm" }, |
1986 | | { LLM_TENSOR_SSM_OUT, "blk.%d.ssm_out" }, |
1987 | | // attention layers |
1988 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
1989 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
1990 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
1991 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
1992 | | // dense FFN |
1993 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1994 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
1995 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
1996 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
1997 | | // moe FFN |
1998 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
1999 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2000 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2001 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2002 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2003 | | // shared expert |
2004 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
2005 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
2006 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
2007 | | }, |
2008 | | }, |
2009 | | { |
2010 | | LLM_ARCH_CHAMELEON, |
2011 | | { |
2012 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2013 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2014 | | { LLM_TENSOR_OUTPUT, "output" }, |
2015 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2016 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2017 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2018 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2019 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2020 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2021 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2022 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2023 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2024 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2025 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2026 | | }, |
2027 | | }, |
2028 | | { |
2029 | | LLM_ARCH_WAVTOKENIZER_DEC, |
2030 | | { |
2031 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2032 | | { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" }, |
2033 | | { LLM_TENSOR_CONV1D, "conv1d" }, |
2034 | | { LLM_TENSOR_CONVNEXT_DW, "convnext.%d.dw" }, |
2035 | | { LLM_TENSOR_CONVNEXT_NORM, "convnext.%d.norm" }, |
2036 | | { LLM_TENSOR_CONVNEXT_PW1, "convnext.%d.pw1" }, |
2037 | | { LLM_TENSOR_CONVNEXT_PW2, "convnext.%d.pw2" }, |
2038 | | { LLM_TENSOR_CONVNEXT_GAMMA, "convnext.%d.gamma" }, |
2039 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2040 | | { LLM_TENSOR_OUTPUT, "output" }, |
2041 | | { LLM_TENSOR_POS_NET_CONV1, "posnet.%d.conv1" }, |
2042 | | { LLM_TENSOR_POS_NET_CONV2, "posnet.%d.conv2" }, |
2043 | | { LLM_TENSOR_POS_NET_NORM, "posnet.%d.norm" }, |
2044 | | { LLM_TENSOR_POS_NET_NORM1, "posnet.%d.norm1" }, |
2045 | | { LLM_TENSOR_POS_NET_NORM2, "posnet.%d.norm2" }, |
2046 | | { LLM_TENSOR_POS_NET_ATTN_NORM, "posnet.%d.attn_norm" }, |
2047 | | { LLM_TENSOR_POS_NET_ATTN_Q, "posnet.%d.attn_q" }, |
2048 | | { LLM_TENSOR_POS_NET_ATTN_K, "posnet.%d.attn_k" }, |
2049 | | { LLM_TENSOR_POS_NET_ATTN_V, "posnet.%d.attn_v" }, |
2050 | | { LLM_TENSOR_POS_NET_ATTN_OUT, "posnet.%d.attn_output" }, |
2051 | | }, |
2052 | | }, |
2053 | | { |
2054 | | LLM_ARCH_BAILINGMOE, |
2055 | | { |
2056 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2057 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2058 | | { LLM_TENSOR_OUTPUT, "output" }, |
2059 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
2060 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2061 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2062 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2063 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2064 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2065 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2066 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2067 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2068 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2069 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2070 | | { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" }, |
2071 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
2072 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
2073 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
2074 | | }, |
2075 | | }, |
2076 | | { |
2077 | | LLM_ARCH_BAILINGMOE2, |
2078 | | { |
2079 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2080 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2081 | | { LLM_TENSOR_OUTPUT, "output" }, |
2082 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2083 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2084 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2085 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
2086 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2087 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2088 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
2089 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2090 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2091 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2092 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2093 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2094 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2095 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2096 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
2097 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
2098 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
2099 | | { LLM_TENSOR_NEXTN_EH_PROJ, "blk.%d.nextn.eh_proj" }, |
2100 | | { LLM_TENSOR_NEXTN_EMBED_TOKENS, "blk.%d.nextn.embed_tokens" }, |
2101 | | { LLM_TENSOR_NEXTN_ENORM, "blk.%d.nextn.enorm" }, |
2102 | | { LLM_TENSOR_NEXTN_HNORM, "blk.%d.nextn.hnorm" }, |
2103 | | { LLM_TENSOR_NEXTN_SHARED_HEAD_HEAD, "blk.%d.nextn.shared_head_head" }, |
2104 | | { LLM_TENSOR_NEXTN_SHARED_HEAD_NORM, "blk.%d.nextn.shared_head_norm" }, |
2105 | | { LLM_TENSOR_LAYER_OUT_NORM, "blk.%d.layer_output_norm" }, |
2106 | | }, |
2107 | | }, |
2108 | | { |
2109 | | LLM_ARCH_DOTS1, |
2110 | | { |
2111 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2112 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2113 | | { LLM_TENSOR_OUTPUT, "output" }, |
2114 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2115 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2116 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2117 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2118 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2119 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2120 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2121 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2122 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2123 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2124 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2125 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2126 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2127 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2128 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2129 | | { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" }, |
2130 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
2131 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
2132 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
2133 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
2134 | | } |
2135 | | }, |
2136 | | { |
2137 | | LLM_ARCH_ERNIE4_5, |
2138 | | { |
2139 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2140 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2141 | | { LLM_TENSOR_OUTPUT, "output" }, |
2142 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2143 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2144 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2145 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2146 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2147 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2148 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2149 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2150 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2151 | | }, |
2152 | | }, |
2153 | | { |
2154 | | LLM_ARCH_ERNIE4_5_MOE, |
2155 | | { |
2156 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2157 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2158 | | { LLM_TENSOR_OUTPUT, "output" }, |
2159 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2160 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2161 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2162 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2163 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2164 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2165 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2166 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2167 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2168 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2169 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
2170 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
2171 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
2172 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2173 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2174 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2175 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
2176 | | }, |
2177 | | }, |
2178 | | { |
2179 | | LLM_ARCH_HUNYUAN_MOE, |
2180 | | { |
2181 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2182 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2183 | | { LLM_TENSOR_OUTPUT, "output" }, |
2184 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2185 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2186 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2187 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2188 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2189 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2190 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2191 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2192 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2193 | | { LLM_TENSOR_FFN_GATE_SHEXP, "blk.%d.ffn_gate_shexp" }, |
2194 | | { LLM_TENSOR_FFN_DOWN_SHEXP, "blk.%d.ffn_down_shexp" }, |
2195 | | { LLM_TENSOR_FFN_UP_SHEXP, "blk.%d.ffn_up_shexp" }, |
2196 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2197 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2198 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2199 | | }, |
2200 | | }, |
2201 | | { |
2202 | | LLM_ARCH_HUNYUAN_DENSE, |
2203 | | { |
2204 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2205 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2206 | | { LLM_TENSOR_OUTPUT, "output" }, |
2207 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2208 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2209 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2210 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2211 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2212 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2213 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2214 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2215 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2216 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2217 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2218 | | |
2219 | | }, |
2220 | | }, |
2221 | | { |
2222 | | LLM_ARCH_SMOLLM3, |
2223 | | { |
2224 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2225 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2226 | | { LLM_TENSOR_OUTPUT, "output" }, |
2227 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2228 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2229 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2230 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2231 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2232 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2233 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2234 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2235 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2236 | | }, |
2237 | | }, |
2238 | | { |
2239 | | LLM_ARCH_OPENAI_MOE, |
2240 | | { |
2241 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2242 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2243 | | { LLM_TENSOR_OUTPUT, "output" }, |
2244 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2245 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
2246 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2247 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2248 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2249 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2250 | | { LLM_TENSOR_ATTN_SINKS, "blk.%d.attn_sinks" }, |
2251 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2252 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2253 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2254 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2255 | | }, |
2256 | | }, |
2257 | | { |
2258 | | LLM_ARCH_LFM2, |
2259 | | { |
2260 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2261 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2262 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2263 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2264 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2265 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2266 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2267 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2268 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2269 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2270 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2271 | | { LLM_TENSOR_SHORTCONV_CONV, "blk.%d.shortconv.conv" }, |
2272 | | { LLM_TENSOR_SHORTCONV_INPROJ, "blk.%d.shortconv.in_proj" }, |
2273 | | { LLM_TENSOR_SHORTCONV_OUTPROJ, "blk.%d.shortconv.out_proj" }, |
2274 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2275 | | { LLM_TENSOR_OUTPUT_NORM, "token_embd_norm" }, // note: wrong tensor name |
2276 | | { LLM_TENSOR_OUTPUT, "output" }, |
2277 | | } |
2278 | | }, |
2279 | | { |
2280 | | LLM_ARCH_LFM2MOE, |
2281 | | { |
2282 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2283 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2284 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2285 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2286 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2287 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2288 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2289 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2290 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2291 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2292 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2293 | | { LLM_TENSOR_SHORTCONV_CONV, "blk.%d.shortconv.conv" }, |
2294 | | { LLM_TENSOR_SHORTCONV_INPROJ, "blk.%d.shortconv.in_proj" }, |
2295 | | { LLM_TENSOR_SHORTCONV_OUTPROJ, "blk.%d.shortconv.out_proj" }, |
2296 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2297 | | { LLM_TENSOR_OUTPUT_NORM, "token_embd_norm" }, // note: wrong tensor name |
2298 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2299 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2300 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2301 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2302 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
2303 | | } |
2304 | | }, |
2305 | | { |
2306 | | LLM_ARCH_SMALLTHINKER, |
2307 | | { |
2308 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2309 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2310 | | { LLM_TENSOR_OUTPUT, "output" }, |
2311 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2312 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2313 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2314 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2315 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2316 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2317 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2318 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2319 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2320 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2321 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2322 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2323 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" } |
2324 | | }, |
2325 | | }, |
2326 | | { |
2327 | | LLM_ARCH_APERTUS, |
2328 | | { |
2329 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2330 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2331 | | { LLM_TENSOR_OUTPUT, "output" }, |
2332 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
2333 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2334 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2335 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2336 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2337 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2338 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2339 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2340 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2341 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2342 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2343 | | }, |
2344 | | }, |
2345 | | { |
2346 | | LLM_ARCH_DREAM, |
2347 | | { |
2348 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2349 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2350 | | { LLM_TENSOR_OUTPUT, "output" }, |
2351 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2352 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2353 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2354 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2355 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2356 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2357 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2358 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2359 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2360 | | }, |
2361 | | }, |
2362 | | { |
2363 | | LLM_ARCH_LLADA, |
2364 | | { |
2365 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2366 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2367 | | { LLM_TENSOR_OUTPUT, "output" }, |
2368 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2369 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2370 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2371 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2372 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2373 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2374 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2375 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2376 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2377 | | }, |
2378 | | }, |
2379 | | { |
2380 | | LLM_ARCH_LLADA_MOE, |
2381 | | { |
2382 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2383 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2384 | | { LLM_TENSOR_OUTPUT, "output" }, |
2385 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2386 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2387 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2388 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2389 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2390 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2391 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2392 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2393 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2394 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2395 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2396 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2397 | | }, |
2398 | | }, |
2399 | | { |
2400 | | LLM_ARCH_SEED_OSS, |
2401 | | { |
2402 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2403 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2404 | | { LLM_TENSOR_OUTPUT, "output" }, |
2405 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2406 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2407 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2408 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2409 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2410 | | { LLM_TENSOR_ATTN_POST_NORM, "blk.%d.post_attention_norm" }, |
2411 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2412 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2413 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2414 | | }, |
2415 | | }, |
2416 | | { |
2417 | | LLM_ARCH_GROVEMOE, |
2418 | | { |
2419 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2420 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2421 | | { LLM_TENSOR_OUTPUT, "output" }, |
2422 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2423 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2424 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2425 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2426 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2427 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2428 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2429 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2430 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2431 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2432 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2433 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2434 | | { LLM_TENSOR_FFN_GATE_CHEXPS, "blk.%d.ffn_gate_chexps" }, |
2435 | | { LLM_TENSOR_FFN_DOWN_CHEXPS, "blk.%d.ffn_down_chexps" }, |
2436 | | { LLM_TENSOR_FFN_UP_CHEXPS, "blk.%d.ffn_up_chexps" }, |
2437 | | }, |
2438 | | }, |
2439 | | { |
2440 | | LLM_ARCH_MINIMAX_M2, |
2441 | | { |
2442 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2443 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2444 | | { LLM_TENSOR_OUTPUT, "output" }, |
2445 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2446 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2447 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2448 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2449 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2450 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2451 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2452 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2453 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2454 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2455 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2456 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2457 | | { LLM_TENSOR_FFN_EXP_PROBS_B, "blk.%d.exp_probs_b" }, |
2458 | | }, |
2459 | | }, |
2460 | | { |
2461 | | LLM_ARCH_PANGU_EMBED, |
2462 | | { |
2463 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2464 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2465 | | { LLM_TENSOR_OUTPUT, "output" }, |
2466 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2467 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2468 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2469 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2470 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2471 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2472 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2473 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2474 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2475 | | }, |
2476 | | }, |
2477 | | { |
2478 | | LLM_ARCH_COGVLM, |
2479 | | { |
2480 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2481 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2482 | | { LLM_TENSOR_OUTPUT, "output" }, |
2483 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2484 | | { LLM_TENSOR_ATTN_QKV, "blk.%d.attn_qkv" }, |
2485 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2486 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2487 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2488 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2489 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2490 | | { LLM_TENSOR_VISEXP_ATTN_QKV, "blk.%d.vis_attn_qkv" }, |
2491 | | { LLM_TENSOR_VISEXP_ATTN_OUT, "blk.%d.vis_attn_output" }, |
2492 | | { LLM_TENSOR_VISEXP_FFN_GATE, "blk.%d.vis_gate" }, |
2493 | | { LLM_TENSOR_VISEXP_FFN_DOWN, "blk.%d.vis_down" }, |
2494 | | { LLM_TENSOR_VISEXP_FFN_UP, "blk.%d.vis_up" }, |
2495 | | }, |
2496 | | }, |
2497 | | { |
2498 | | LLM_ARCH_RND1, |
2499 | | { |
2500 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2501 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2502 | | { LLM_TENSOR_OUTPUT, "output" }, |
2503 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2504 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2505 | | { LLM_TENSOR_ATTN_Q_NORM, "blk.%d.attn_q_norm" }, |
2506 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2507 | | { LLM_TENSOR_ATTN_K_NORM, "blk.%d.attn_k_norm" }, |
2508 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2509 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2510 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2511 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2512 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2513 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2514 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2515 | | }, |
2516 | | }, |
2517 | | { |
2518 | | LLM_ARCH_MISTRAL3, |
2519 | | { |
2520 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2521 | | { LLM_TENSOR_OUTPUT_NORM, "output_norm" }, |
2522 | | { LLM_TENSOR_OUTPUT, "output" }, |
2523 | | { LLM_TENSOR_ROPE_FREQS, "rope_freqs" }, |
2524 | | { LLM_TENSOR_ATTN_NORM, "blk.%d.attn_norm" }, |
2525 | | { LLM_TENSOR_ATTN_Q, "blk.%d.attn_q" }, |
2526 | | { LLM_TENSOR_ATTN_K, "blk.%d.attn_k" }, |
2527 | | { LLM_TENSOR_ATTN_V, "blk.%d.attn_v" }, |
2528 | | { LLM_TENSOR_ATTN_OUT, "blk.%d.attn_output" }, |
2529 | | { LLM_TENSOR_ATTN_ROT_EMBD, "blk.%d.attn_rot_embd" }, |
2530 | | { LLM_TENSOR_FFN_GATE_INP, "blk.%d.ffn_gate_inp" }, |
2531 | | { LLM_TENSOR_FFN_NORM, "blk.%d.ffn_norm" }, |
2532 | | { LLM_TENSOR_FFN_GATE, "blk.%d.ffn_gate" }, |
2533 | | { LLM_TENSOR_FFN_DOWN, "blk.%d.ffn_down" }, |
2534 | | { LLM_TENSOR_FFN_UP, "blk.%d.ffn_up" }, |
2535 | | { LLM_TENSOR_FFN_GATE_EXP, "blk.%d.ffn_gate.%d" }, |
2536 | | { LLM_TENSOR_FFN_DOWN_EXP, "blk.%d.ffn_down.%d" }, |
2537 | | { LLM_TENSOR_FFN_UP_EXP, "blk.%d.ffn_up.%d" }, |
2538 | | { LLM_TENSOR_FFN_GATE_EXPS, "blk.%d.ffn_gate_exps" }, |
2539 | | { LLM_TENSOR_FFN_DOWN_EXPS, "blk.%d.ffn_down_exps" }, |
2540 | | { LLM_TENSOR_FFN_UP_EXPS, "blk.%d.ffn_up_exps" }, |
2541 | | }, |
2542 | | }, |
2543 | | { |
2544 | | LLM_ARCH_UNKNOWN, |
2545 | | { |
2546 | | { LLM_TENSOR_TOKEN_EMBD, "token_embd" }, |
2547 | | }, |
2548 | | }, |
2549 | | }; |
2550 | | |
2551 | | // declare information about the model weight tensors: |
2552 | | // - the layer in which the tensor is going to be used. this is needed in order to assign the correct buffer type for the weight |
2553 | | // - the operator which is going to use the weight. this is needed to determine if the respective backend supports the operator |
2554 | | // |
2555 | | // for example, input layers are usually assigned to CPU/host buffer types |
2556 | | // |
2557 | | // a mismatch between the declared information and the actual layer/op in which the tensor is used can lead to sub-optimal |
2558 | | // assignment of the buffer types and extra overhead during computation |
2559 | | // example: https://github.com/ggml-org/llama.cpp/pull/17548 |
2560 | | // |
2561 | | static const std::map<llm_tensor, llm_tensor_info> LLM_TENSOR_INFOS = { |
2562 | | {LLM_TENSOR_TOKEN_EMBD, {LLM_TENSOR_LAYER_INPUT, GGML_OP_GET_ROWS}}, |
2563 | | {LLM_TENSOR_POS_EMBD, {LLM_TENSOR_LAYER_INPUT, GGML_OP_GET_ROWS}}, |
2564 | | {LLM_TENSOR_TOKEN_TYPES, {LLM_TENSOR_LAYER_INPUT, GGML_OP_GET_ROWS}}, |
2565 | | {LLM_TENSOR_TOKEN_EMBD_NORM, {LLM_TENSOR_LAYER_INPUT, GGML_OP_MUL}}, |
2566 | | {LLM_TENSOR_OUTPUT, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2567 | | {LLM_TENSOR_CLS, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2568 | | {LLM_TENSOR_CLS_OUT, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2569 | | {LLM_TENSOR_DENSE_2_OUT, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, // Dense layer output |
2570 | | {LLM_TENSOR_DENSE_3_OUT, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, // Dense layer output |
2571 | | {LLM_TENSOR_OUTPUT_NORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL}}, |
2572 | | {LLM_TENSOR_DEC_OUTPUT_NORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL}}, |
2573 | | {LLM_TENSOR_ENC_OUTPUT_NORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL}}, |
2574 | | {LLM_TENSOR_ROPE_FREQS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ROPE}}, |
2575 | | {LLM_TENSOR_ROPE_FACTORS_LONG, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ROPE}}, |
2576 | | {LLM_TENSOR_ROPE_FACTORS_SHORT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ROPE}}, |
2577 | | {LLM_TENSOR_ATTN_Q, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2578 | | {LLM_TENSOR_ATTN_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2579 | | {LLM_TENSOR_ATTN_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2580 | | {LLM_TENSOR_ATTN_QKV, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2581 | | {LLM_TENSOR_ATTN_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2582 | | {LLM_TENSOR_ATTN_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2583 | | {LLM_TENSOR_FFN_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2584 | | {LLM_TENSOR_FFN_DOWN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2585 | | {LLM_TENSOR_FFN_UP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2586 | | {LLM_TENSOR_FFN_DOWN_SHEXP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2587 | | {LLM_TENSOR_FFN_GATE_SHEXP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2588 | | {LLM_TENSOR_FFN_UP_SHEXP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2589 | | {LLM_TENSOR_ATTN_Q_A, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2590 | | {LLM_TENSOR_ATTN_Q_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2591 | | {LLM_TENSOR_ATTN_KV_A_MQA, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2592 | | {LLM_TENSOR_ATTN_KV_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2593 | | {LLM_TENSOR_ATTN_K_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2594 | | {LLM_TENSOR_ATTN_V_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2595 | | {LLM_TENSOR_ATTN_SINKS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_SCALE}}, |
2596 | | {LLM_TENSOR_DEC_ATTN_Q, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2597 | | {LLM_TENSOR_DEC_ATTN_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2598 | | {LLM_TENSOR_DEC_ATTN_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2599 | | {LLM_TENSOR_DEC_ATTN_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2600 | | {LLM_TENSOR_DEC_CROSS_ATTN_Q, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2601 | | {LLM_TENSOR_DEC_CROSS_ATTN_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2602 | | {LLM_TENSOR_DEC_CROSS_ATTN_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2603 | | {LLM_TENSOR_DEC_CROSS_ATTN_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2604 | | {LLM_TENSOR_DEC_FFN_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2605 | | {LLM_TENSOR_DEC_FFN_DOWN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2606 | | {LLM_TENSOR_DEC_FFN_UP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2607 | | {LLM_TENSOR_ENC_ATTN_Q, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2608 | | {LLM_TENSOR_ENC_ATTN_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2609 | | {LLM_TENSOR_ENC_ATTN_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2610 | | {LLM_TENSOR_ENC_ATTN_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2611 | | {LLM_TENSOR_ENC_FFN_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2612 | | {LLM_TENSOR_ENC_FFN_DOWN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2613 | | {LLM_TENSOR_ENC_FFN_UP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2614 | | {LLM_TENSOR_FFN_GATE_INP_SHEXP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2615 | | {LLM_TENSOR_FFN_GATE_INP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2616 | | {LLM_TENSOR_SSM_IN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2617 | | {LLM_TENSOR_SSM_X, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2618 | | {LLM_TENSOR_SSM_DT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2619 | | {LLM_TENSOR_SSM_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2620 | | {LLM_TENSOR_SSM_BETA_ALPHA, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2621 | | {LLM_TENSOR_TIME_MIX_W1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2622 | | {LLM_TENSOR_TIME_MIX_W2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2623 | | {LLM_TENSOR_TIME_MIX_A1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2624 | | {LLM_TENSOR_TIME_MIX_A2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2625 | | {LLM_TENSOR_TIME_MIX_V1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2626 | | {LLM_TENSOR_TIME_MIX_V2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2627 | | {LLM_TENSOR_TIME_MIX_G1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2628 | | {LLM_TENSOR_TIME_MIX_G2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2629 | | {LLM_TENSOR_TIME_MIX_DECAY_W1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2630 | | {LLM_TENSOR_TIME_MIX_DECAY_W2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2631 | | {LLM_TENSOR_TIME_MIX_KEY, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2632 | | {LLM_TENSOR_TIME_MIX_VALUE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2633 | | {LLM_TENSOR_TIME_MIX_RECEPTANCE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2634 | | {LLM_TENSOR_TIME_MIX_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2635 | | {LLM_TENSOR_TIME_MIX_OUTPUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2636 | | {LLM_TENSOR_CHANNEL_MIX_KEY, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2637 | | {LLM_TENSOR_CHANNEL_MIX_RECEPTANCE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2638 | | {LLM_TENSOR_CHANNEL_MIX_VALUE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2639 | | {LLM_TENSOR_FFN_ACT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_DIV}}, |
2640 | | {LLM_TENSOR_SSM_CONV1D, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_SSM_CONV}}, |
2641 | | {LLM_TENSOR_SSM_A, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_SSM_SCAN}}, |
2642 | | {LLM_TENSOR_SSM_A_NOSCAN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, // a version of SSM_A used for MUL instead of SSM_SCAN |
2643 | | {LLM_TENSOR_SSM_DT_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2644 | | {LLM_TENSOR_SSM_B_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2645 | | {LLM_TENSOR_SSM_C_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2646 | | {LLM_TENSOR_SSM_D, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2647 | | {LLM_TENSOR_SSM_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2648 | | {LLM_TENSOR_TIME_MIX_LERP_X, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2649 | | {LLM_TENSOR_TIME_MIX_LN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2650 | | {LLM_TENSOR_CHANNEL_MIX_LERP_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2651 | | {LLM_TENSOR_CHANNEL_MIX_LERP_R, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2652 | | {LLM_TENSOR_TIME_MIX_K_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2653 | | {LLM_TENSOR_TIME_MIX_K_A, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2654 | | {LLM_TENSOR_TIME_MIX_R_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2655 | | {LLM_TENSOR_TIME_MIX_LERP_W, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2656 | | {LLM_TENSOR_TIME_MIX_LERP_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2657 | | {LLM_TENSOR_TIME_MIX_LERP_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2658 | | {LLM_TENSOR_TIME_MIX_LERP_R, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2659 | | {LLM_TENSOR_TIME_MIX_LERP_G, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2660 | | {LLM_TENSOR_TIME_MIX_LERP_FUSED, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2661 | | {LLM_TENSOR_TIME_MIX_DECAY, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2662 | | {LLM_TENSOR_TIME_MIX_W0, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2663 | | {LLM_TENSOR_TIME_MIX_A0, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2664 | | {LLM_TENSOR_TIME_MIX_V0, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2665 | | {LLM_TENSOR_TIME_MIX_FIRST, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_RWKV_WKV6}}, |
2666 | | {LLM_TENSOR_ATTN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2667 | | {LLM_TENSOR_ATTN_NORM_2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2668 | | {LLM_TENSOR_ATTN_OUT_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2669 | | {LLM_TENSOR_ATTN_POST_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2670 | | {LLM_TENSOR_FFN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2671 | | {LLM_TENSOR_FFN_POST_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2672 | | {LLM_TENSOR_FFN_NORM_EXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2673 | | {LLM_TENSOR_ATTN_Q_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2674 | | {LLM_TENSOR_ATTN_K_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2675 | | {LLM_TENSOR_LAYER_OUT_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2676 | | {LLM_TENSOR_ATTN_Q_A_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2677 | | {LLM_TENSOR_ATTN_KV_A_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2678 | | {LLM_TENSOR_ATTN_SUB_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2679 | | {LLM_TENSOR_FFN_SUB_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2680 | | {LLM_TENSOR_DEC_ATTN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2681 | | {LLM_TENSOR_DEC_CROSS_ATTN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2682 | | {LLM_TENSOR_DEC_FFN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2683 | | {LLM_TENSOR_ENC_ATTN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2684 | | {LLM_TENSOR_ENC_FFN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2685 | | {LLM_TENSOR_DEC_ATTN_REL_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_GET_ROWS}}, |
2686 | | {LLM_TENSOR_ENC_ATTN_REL_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_GET_ROWS}}, |
2687 | | {LLM_TENSOR_FFN_DOWN_EXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT_ID}}, |
2688 | | {LLM_TENSOR_FFN_GATE_EXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT_ID}}, |
2689 | | {LLM_TENSOR_FFN_UP_EXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT_ID}}, |
2690 | | {LLM_TENSOR_FFN_DOWN_CHEXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT_ID}}, |
2691 | | {LLM_TENSOR_FFN_GATE_CHEXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT_ID}}, |
2692 | | {LLM_TENSOR_FFN_UP_CHEXPS, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT_ID}}, |
2693 | | {LLM_TENSOR_FFN_EXP_PROBS_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_ADD}}, |
2694 | | // altup / laurel (gemma 3n) |
2695 | | {LLM_TENSOR_PER_LAYER_TOKEN_EMBD, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_GET_ROWS}}, |
2696 | | {LLM_TENSOR_PER_LAYER_MODEL_PROJ, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2697 | | {LLM_TENSOR_PER_LAYER_PROJ_NORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL}}, |
2698 | | {LLM_TENSOR_ALTUP_PROJ, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2699 | | {LLM_TENSOR_ALTUP_UNEMBD_PROJ, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2700 | | {LLM_TENSOR_PER_LAYER_INP_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2701 | | {LLM_TENSOR_PER_LAYER_PROJ, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2702 | | {LLM_TENSOR_PER_LAYER_POST_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2703 | | {LLM_TENSOR_ALTUP_CORRECT_COEF, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2704 | | {LLM_TENSOR_ALTUP_CORRECT_SCALE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2705 | | {LLM_TENSOR_ALTUP_PREDICT_COEF, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2706 | | {LLM_TENSOR_ALTUP_ROUTER, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2707 | | {LLM_TENSOR_ALTUP_ROUTER_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2708 | | {LLM_TENSOR_LAUREL_L, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2709 | | {LLM_TENSOR_LAUREL_R, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2710 | | {LLM_TENSOR_LAUREL_POST_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2711 | | // this tensor is loaded for T5, but never used |
2712 | | {LLM_TENSOR_DEC_CROSS_ATTN_REL_B, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_NONE}}, |
2713 | | {LLM_TENSOR_CONV1D, {LLM_TENSOR_LAYER_INPUT, GGML_OP_IM2COL}}, |
2714 | | {LLM_TENSOR_POS_NET_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2715 | | {LLM_TENSOR_POS_NET_NORM1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2716 | | {LLM_TENSOR_POS_NET_NORM2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2717 | | {LLM_TENSOR_POS_NET_CONV1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_IM2COL}}, |
2718 | | {LLM_TENSOR_POS_NET_CONV2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_IM2COL}}, |
2719 | | {LLM_TENSOR_POS_NET_ATTN_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2720 | | {LLM_TENSOR_POS_NET_ATTN_Q, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2721 | | {LLM_TENSOR_POS_NET_ATTN_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2722 | | {LLM_TENSOR_POS_NET_ATTN_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2723 | | {LLM_TENSOR_POS_NET_ATTN_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2724 | | {LLM_TENSOR_CONVNEXT_DW, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_IM2COL}}, |
2725 | | {LLM_TENSOR_CONVNEXT_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2726 | | {LLM_TENSOR_CONVNEXT_PW1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2727 | | {LLM_TENSOR_CONVNEXT_PW2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2728 | | {LLM_TENSOR_CONVNEXT_GAMMA, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}}, |
2729 | | {LLM_TENSOR_SHORTCONV_CONV, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_SSM_CONV}}, |
2730 | | {LLM_TENSOR_SHORTCONV_INPROJ, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2731 | | {LLM_TENSOR_SHORTCONV_OUTPROJ, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2732 | | {LLM_TENSOR_VISEXP_ATTN_QKV, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2733 | | {LLM_TENSOR_VISEXP_ATTN_OUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2734 | | {LLM_TENSOR_VISEXP_FFN_GATE, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2735 | | {LLM_TENSOR_VISEXP_FFN_DOWN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2736 | | {LLM_TENSOR_VISEXP_FFN_UP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}}, |
2737 | | // NextN/MTP tensors are currently ignored (reserved for future MTP support) |
2738 | | // These tensors only exist in the last layer(s) and are treated as output tensors |
2739 | | {LLM_TENSOR_NEXTN_EH_PROJ, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2740 | | {LLM_TENSOR_NEXTN_EMBED_TOKENS, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_GET_ROWS}}, |
2741 | | {LLM_TENSOR_NEXTN_ENORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_GET_ROWS}}, |
2742 | | {LLM_TENSOR_NEXTN_HNORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL}}, |
2743 | | {LLM_TENSOR_NEXTN_SHARED_HEAD_HEAD, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL_MAT}}, |
2744 | | {LLM_TENSOR_NEXTN_SHARED_HEAD_NORM, {LLM_TENSOR_LAYER_OUTPUT, GGML_OP_MUL}}, |
2745 | | }; |
2746 | | |
2747 | 0 | LLM_KV::LLM_KV(llm_arch arch, const char * suffix) : arch(arch), suffix(suffix) {} |
2748 | | |
2749 | 0 | std::string LLM_KV::operator()(llm_kv kv) const { |
2750 | 0 | std::string name = ::format(LLM_KV_NAMES.at(kv), LLM_ARCH_NAMES.at(arch)); |
2751 | |
|
2752 | 0 | if (suffix != nullptr) { |
2753 | 0 | name += "."; |
2754 | 0 | name += suffix; |
2755 | 0 | } |
2756 | |
|
2757 | 0 | return name; |
2758 | 0 | } |
2759 | | |
2760 | 0 | std::string LLM_TN_IMPL::str() const { |
2761 | 0 | if (LLM_TENSOR_NAMES.at(arch).find(tensor) == LLM_TENSOR_NAMES.at(arch).end()) { |
2762 | 0 | return "__missing__"; |
2763 | 0 | } |
2764 | | |
2765 | 0 | std::string name = ::format(LLM_TENSOR_NAMES.at(arch).at(tensor), bid, xid); |
2766 | |
|
2767 | 0 | if (suffix != nullptr) { |
2768 | 0 | name += "."; |
2769 | 0 | name += suffix; |
2770 | 0 | } |
2771 | |
|
2772 | 0 | return name; |
2773 | 0 | } |
2774 | | |
2775 | 0 | const char * llm_arch_name(llm_arch arch) { |
2776 | 0 | auto it = LLM_ARCH_NAMES.find(arch); |
2777 | 0 | if (it == LLM_ARCH_NAMES.end()) { |
2778 | 0 | return "unknown"; |
2779 | 0 | } |
2780 | 0 | return it->second; |
2781 | 0 | } |
2782 | | |
2783 | 0 | llm_arch llm_arch_from_string(const std::string & name) { |
2784 | 0 | for (const auto & kv : LLM_ARCH_NAMES) { // NOLINT |
2785 | 0 | if (kv.second == name) { |
2786 | 0 | return kv.first; |
2787 | 0 | } |
2788 | 0 | } |
2789 | | |
2790 | 0 | return LLM_ARCH_UNKNOWN; |
2791 | 0 | } |
2792 | | |
2793 | 0 | const llm_tensor_info & llm_tensor_info_for(llm_tensor tensor) { |
2794 | 0 | return LLM_TENSOR_INFOS.at(tensor); |
2795 | 0 | } |
2796 | | |
2797 | 0 | bool llm_arch_is_recurrent(const llm_arch & arch) { |
2798 | 0 | switch (arch) { |
2799 | 0 | case LLM_ARCH_MAMBA: |
2800 | 0 | case LLM_ARCH_MAMBA2: |
2801 | 0 | case LLM_ARCH_RWKV6: |
2802 | 0 | case LLM_ARCH_RWKV6QWEN2: |
2803 | 0 | case LLM_ARCH_RWKV7: |
2804 | 0 | case LLM_ARCH_ARWKV7: |
2805 | 0 | return true; |
2806 | 0 | default: |
2807 | 0 | return false; |
2808 | 0 | } |
2809 | 0 | } |
2810 | | |
2811 | 0 | bool llm_arch_is_hybrid(const llm_arch & arch) { |
2812 | 0 | switch (arch) { |
2813 | 0 | case LLM_ARCH_JAMBA: |
2814 | 0 | case LLM_ARCH_FALCON_H1: |
2815 | 0 | case LLM_ARCH_PLAMO2: |
2816 | 0 | case LLM_ARCH_GRANITE_HYBRID: |
2817 | 0 | case LLM_ARCH_LFM2: |
2818 | 0 | case LLM_ARCH_LFM2MOE: |
2819 | 0 | case LLM_ARCH_NEMOTRON_H: |
2820 | 0 | case LLM_ARCH_QWEN3NEXT: |
2821 | 0 | return true; |
2822 | 0 | default: |
2823 | 0 | return false; |
2824 | 0 | } |
2825 | 0 | } |
2826 | | |
2827 | 0 | bool llm_arch_is_diffusion(const llm_arch & arch) { |
2828 | 0 | switch (arch) { |
2829 | 0 | case LLM_ARCH_DREAM: |
2830 | 0 | case LLM_ARCH_LLADA: |
2831 | 0 | case LLM_ARCH_LLADA_MOE: |
2832 | 0 | case LLM_ARCH_RND1: |
2833 | 0 | return true; |
2834 | 0 | default: |
2835 | 0 | return false; |
2836 | 0 | } |
2837 | 0 | } |