Alpamys
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2aaa87fb4e
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Phase 2: experiment tracking, data tools, model evaluation
- Add SQLite experiment tracker (~/.soup/experiments.db) with auto-logging
of config, per-step metrics, hardware info, and eval results
- Add soup runs commands: list, show (with plotext loss curves), compare, delete
- Integrate tracker into soup train (auto start_run/finish_run/fail_run)
- Add soup data convert (alpaca/sharegpt/chatml bidirectional conversion)
- Add soup data merge (concatenate datasets with optional shuffle)
- Add soup data dedup (MinHash near-duplicate removal via datasketch)
- Add soup data stats (length percentiles, token counts, language detection)
- Add soup eval (lm-evaluation-harness wrapper with tracker integration)
- Add reverse format conversion: messages_to_format() in data/formats.py
- Add extended_stats() to data/validator.py
- Update monitoring callback to log metrics to tracker
- Add plotext to deps, datasketch as optional [data] dep
- Update README and CLAUDE.md with Phase 2 docs
- 70 tests passing, ruff clean
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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2026-02-23 23:34:28 +05:00 |