mirror of https://github.com/razor-ai/soup.git
Remove Features table from README — redundant with docs sections
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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README.md
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README.md
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@ -506,41 +506,6 @@ soup eval --model ./output --benchmarks mmlu,gsm8k,hellaswag
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soup eval --model ./output --benchmarks mmlu --run-id run_20260223_143052_a1b2
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```
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## Features
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| Feature | Status |
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|---|---|
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| LoRA / QLoRA fine-tuning | ✅ |
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| SFT (Supervised Fine-Tune) | ✅ |
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| DPO (Direct Preference Optimization) | ✅ |
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| GRPO (Reasoning / DeepSeek-R1 style) | ✅ |
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| Auto batch size | ✅ |
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| Auto GPU detection (CUDA/MPS/CPU) | ✅ |
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| Live terminal dashboard | ✅ |
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| Alpaca / ShareGPT / ChatML / DPO formats | ✅ |
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| HuggingFace datasets support | ✅ |
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| Interactive model chat | ✅ |
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| Push to HuggingFace Hub | ✅ |
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| LoRA merge (adapter + base → full model) | ✅ |
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| Export to GGUF (Ollama / llama.cpp) | ✅ |
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| Resume training from checkpoint | ✅ |
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| Weights & Biases integration | ✅ |
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| Experiment tracking (SQLite) | ✅ |
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| Data tools (convert, merge, dedup, stats) | ✅ |
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| Model evaluation (lm-eval) | ✅ |
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| Inference server (OpenAI-compatible) | ✅ |
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| Synthetic data generation | ✅ |
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| Hyperparameter sweep (grid/random + early stopping) | ✅ |
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| Model comparison (diff) | ✅ |
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| Multi-GPU / DeepSpeed | ✅ |
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| Friendly error messages | ✅ |
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| Health check (soup doctor) | ✅ |
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| Rich download progress bars | ✅ |
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| Quickstart demo | ✅ |
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| Confirmation prompts | ✅ |
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| Web dashboard | 🔜 |
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| Cloud mode (BYOG) | 🔜 |
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## All Commands
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```
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