Coverage Report

Created: 2026-08-22 07:18

next uncovered line (L), next uncovered region (R), next uncovered branch (B)
/src/llama.cpp/common/speculative.h
Line
Count
Source
1
#pragma once
2
3
#include "llama.h"
4
#include "common.h"
5
6
struct common_speculative;
7
8
// comma separated list the provided types
9
std::string common_speculative_type_name_str(const std::vector<enum common_speculative_type> & types);
10
11
// comma separated list of all types
12
const char * common_speculative_all_types_str();
13
14
// parse user provided types
15
std::vector<enum common_speculative_type> common_speculative_types_from_names(const std::vector<std::string> & names);
16
17
// infer the spec types from the GGUF metadata of a draft model; empty if unknown
18
std::vector<enum common_speculative_type> common_speculative_types_from_gguf(const std::string & path);
19
20
// convert string to type
21
enum common_speculative_type common_speculative_type_from_name(const std::string & name);
22
23
// convert type to string
24
std::string common_speculative_type_to_str(enum common_speculative_type type);
25
26
// return the max number of draft tokens based on the speculative parameters
27
int32_t common_speculative_n_max(const common_params_speculative * spec);
28
29
common_params common_base_params_to_speculative(const common_params & params);
30
31
struct common_speculative_output_limits {
32
    int32_t total;
33
    int32_t per_seq;
34
};
35
36
// return the output limits needed for speculative decoding
37
common_speculative_output_limits common_speculative_get_output_limits(
38
        int32_t n_batch, int32_t n_parallel, int32_t n_draft);
39
40
common_speculative * common_speculative_init(common_params_speculative & params, uint32_t n_seq);
41
42
void common_speculative_free(common_speculative * spec);
43
44
struct common_speculative_draft_params {
45
    // this flag is used to chain the drafts through all the available implementations
46
    // after the first successful draft from an implementation, we set it
47
    //   to false to prevent further drafts for that sequence
48
    // at the end of the draft() call, all drafting flags will be reset to false
49
    bool drafting = false;
50
51
    // overrides individual configurations (-1 disabled)
52
    // can be used to constraint the max draft based on the remaining context size
53
    int32_t n_max = -1;
54
55
    llama_pos   n_past;
56
    llama_token id_last;
57
58
    // TODO: remove in the future by keeping track of the prompt from the _begin() call and the consecutive accept calls
59
    const llama_tokens * prompt;
60
61
    // the generated draft from the last _draft() call
62
    llama_tokens * result;
63
};
64
65
common_speculative_draft_params & common_speculative_get_draft_params(common_speculative * spec, llama_seq_id seq_id);
66
67
// optionally call once at the beginning of a new generation
68
void common_speculative_begin(common_speculative * spec, llama_seq_id seq_id, const llama_tokens & prompt);
69
70
// process the batch and update the internal state of the speculative context
71
bool common_speculative_process(common_speculative * spec, const llama_batch & batch);
72
73
// generate drafts for the sequences specified with `common_speculative_get_draft_params`
74
void common_speculative_draft(common_speculative * spec);
75
76
// informs the speculative context that n_accepted tokens were accepted by the target model
77
void common_speculative_accept(common_speculative * spec, llama_seq_id, uint16_t n_accepted);
78
79
// (optional) get/set internal state
80
bool common_speculative_get_state(common_speculative * spec, llama_seq_id seq_id, std::vector<uint8_t> & data);
81
void common_speculative_set_state(common_speculative * spec, llama_seq_id seq_id, const std::vector<uint8_t> & data);
82
83
// print statistics about the speculative decoding
84
void common_speculative_print_stats(const common_speculative * spec);
85
86
struct common_speculative_deleter {
87
0
    void operator()(common_speculative * s) { common_speculative_free(s); }
88
};
89
90
typedef std::unique_ptr<common_speculative, common_speculative_deleter> common_speculative_ptr;
91
92
struct common_speculative_init_result {
93
    common_speculative_init_result(common_params & params, llama_model * model_tgt, llama_context * ctx_tgt);
94
    ~common_speculative_init_result();
95
96
    llama_model   * model();
97
    llama_context * context();
98
99
private:
100
    struct impl;
101
    std::unique_ptr<impl> pimpl;
102
};
103
104
using common_speculative_init_result_ptr = std::unique_ptr<common_speculative_init_result>;
105
106
common_speculative_init_result_ptr common_speculative_init_from_params(common_params & params, llama_model * model_tgt, llama_context * ctx_tgt);