c46265fd18
feat: add eval platform with custom evals, LLM judge, human eval, leaderboard (v0.19.0)
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Full-featured evaluation system with 7 subcommands:
- soup eval benchmark: standard benchmarks via lm-evaluation-harness
- soup eval custom: custom JSONL eval tasks with 4 scoring modes
- soup eval judge: LLM-as-a-judge (OpenAI/Ollama/server backends)
- soup eval auto: automatic post-training evaluation from config
- soup eval compare: side-by-side eval comparison with regression detection
- soup eval leaderboard: local model leaderboard with JSON/CSV export
- soup eval human: terminal A/B comparison with Elo ratings
New modules: soup_cli/eval/ (custom.py, judge.py, human.py, leaderboard.py)
Config: EvalConfig added to schema.py (auto_eval, benchmarks, custom_tasks, judge)
Callback: SoupTrainerCallback.on_train_end triggers auto-eval when configured
Security: SSRF protection on judge API, ReDoS guard on regex scoring,
API key isolation per provider, 10k task/prompt caps, read-only SQL queries
1585 tests, 58 test files, ruff clean
2026-04-01 14:47:08 +05:00
Alpamys