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Author SHA1 Message Date
Alpamys 097624e44d Update README: soup-cli now on PyPI, add PyPI badge 
- Change primary install to `pip install soup-cli`
- Move GitHub install to secondary option
- Add PyPI version badge

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-02 21:06:38 +05:00
Alpamys 37538d633f Update README: add badges, command reference, test count 
- Add Python/License/Tests/CI badges
- Add "All Commands" section with full CLI reference
- Add lint command to Development section
- Update test count to 147

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-02 20:54:04 +05:00
Alpamys 54282a2f66 Add logo to README and improve header layout 
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-24 12:41:32 +05:00
Alpamys 2aaa87fb4e 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>
 2026-02-23 23:34:28 +05:00
Alpamys a2a0f2cab3 Phase 1.5: add soup chat, soup push, DPO trainer + smoke tests 
- soup chat --model ./path: interactive terminal chat with LoRA adapters
  (auto-detects base model, supports /quit /clear /system commands)
- soup push --model ./path --repo user/model: upload to HuggingFace Hub
  (auto model card generation, token from env/cache/flag)
- DPO trainer: full DPOTrainerWrapper with LoRA + quantization support
  (configurable dpo_beta, preference data format {prompt, chosen, rejected})
- Smoke tests: real SFT + DPO training with tiny-gpt2 (pytest -m smoke)
- SFT trainer: fallback for models without chat_template
- Updated README, schema, formats, pyproject.toml, .gitignore

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-23 21:18:19 +05:00
Alpamys d30ff9ae18 Update install instructions: GitHub install as primary, PyPI coming soon 
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-20 16:29:10 +05:00
Alpamys d6e932a1d3 Initial project setup: CLI skeleton + config + trainer + data pipeline 
- Typer CLI: soup init, soup train, soup data inspect/validate
- Pydantic config schema with YAML loader and validation
- Data pipeline: JSONL/JSON/CSV/Parquet + HuggingFace datasets
- Format detection: Alpaca, ShareGPT, ChatML (auto-detect)
- SFT trainer wrapper over transformers + peft + trl
- QLoRA/LoRA support with auto batch size estimation
- GPU detection (CUDA/MPS/CPU) and memory calculation
- Rich live terminal dashboard for training monitoring
- Config templates: chat, code, medical
- Tests (pytest) + GitHub Actions CI
- MIT license

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-20 16:14:56 +05:00