mirror of https://github.com/razor-ai/soup.git
a5540fa1e2
Four silent-failure modes Soup had → loud failures, plus a
security default-deny.
- Part A: assistant-only loss masking (default true). Replaces TRL's
multi-turn heuristic with explicit IGNORE_INDEX masking. New
data.train_on_responses_only / train_on_messages_with_train_field
+ per-message train: bool field. Preferred path uses
return_assistant_tokens_mask; fallback uses incremental tokenize
delta with add_special_tokens=False to avoid double-BOS drift.
- Part B: --trust-remote-code opt-in default-deny on soup train /
chat / serve / data download / eval auto. KNOWN_SAFE_PREFIXES
allowlist (15 first-party orgs) suppresses warning panel.
Replaces 9 unconditional trust_remote_code=True call sites in
the SFT path. Non-SFT trainers + diff/export/merge/infer/generate
still hardcode trust_remote_code=True — documented v0.36.x patch.
- Part C: chat-template hardening. Tokenizers without chat_template
raise loudly instead of silent f"{role}: {content}" fallback.
New data.chat_template (registered name or raw Jinja). Filesystem
-touching Jinja directives (include/import/from/macro/extends)
blocked at config-load. Override application warns that soup push
will persist the new Jinja into tokenizer_config.json.
- Part D: OOM-probe auto batch-size. New
training.auto_batch_size_strategy: auto|static|probe. Try-halve
-then-double-to-ceiling loop, max 8 doublings, ceiling = static
× 4. ~/.soup/batch_cache.json (0600 perms, env-override
containment-checked against ~/cwd/tempdir). make_cache_key
rejects bool inputs.
Net +134 tests (4115 → 4249). All 5 review-agent waves clean
before commit; 5 HIGH / 10 MEDIUM / 5 LOW findings fixed in one
review-fix wave.
Smoke: python -m soup_cli.cli version → soup v0.36.0; all 5 new
--trust-remote-code flags surface in --help; ruff clean; pytest
4249 passed / 3 skipped / 0 failed in 2m41s on Windows py3.10.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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|---|---|---|
| .. | ||
| __init__.py | ||
| dpo.py | ||
| embedding.py | ||
| grpo.py | ||
| ipo.py | ||
| kto.py | ||
| mlx_dpo.py | ||
| mlx_grpo.py | ||
| mlx_routing.py | ||
| mlx_sft.py | ||
| orpo.py | ||
| ppo.py | ||
| pretrain.py | ||
| reward_model.py | ||
| rewards.py | ||
| sft.py | ||
| simpo.py | ||