MINERVA Checkpoints — MQuAKE-ST Single-Answer

Pretrained MINERVA checkpoints for the THESEUS MQuAKE-ST Single-Answer experiments, released for seeds 0, 42, and 100.

License: Apache License 2.0 • Paper • MINERVA • THESEUS • Dataset

Public checkpoint release Single-answer Questions: 1–4 hop Reasoning horizon: 4 hops Seeds: 0 · 42 · 100

⬇ Seed 0 ⬇ Seed 42 ⬇ Seed 100

Model

MINERVA

Dataset

MQuAKE-ST Single-Answer

QA setting

Single-answer

Released seeds

0, 42, 100

Name	Description	Size
README.md	Documentation	—
LICENSE	Apache-2.0 license	—
SHA256SUMS.txt	SHA-256 checksums	—
seed0.zip	Seed 0 checkpoint	—
seed42.zip	Seed 42 checkpoint	—
seed100.zip	Seed 100 checkpoint	—

Checkpoint archive layout

Each seed ZIP is self-contained. The TensorFlow checkpoint files under model/ should be kept together.

sa_qa_nhop_reason_4hop_seed<seed>/
├── model/checkpoint
├── model/model.ckpt.data-00000-of-00001
├── model/model.ckpt.index
├── model/model.ckpt.meta
├── config.json
├── scores.txt
├── scores_updated.txt
├── scores_rephrasing.txt
├── test_beam/test_paths.txt
└── LICENSE

For MQuAKE-ST, scores_updated.txt is the authoritative evaluation output under the current THESEUS metric definitions. scores.txt is retained as the original-run artifact.

Loading

Extract one seed archive, then point a compatible MINERVA evaluation configuration to the checkpoint prefix:

load_model: true
model_load_dir: /path/to/extracted/experiment/model/model.ckpt

config.json records the resolved settings from the original run for reproducibility; paths inside it may refer to the original training environment.

Integrity and licensing

Verify downloaded archives using SHA256SUMS.txt. The checkpoint artifacts are released under the Apache License 2.0. A copy of the license is also included inside each seed archive. Dataset licensing and attribution are documented separately on the dataset page.