From dd73d9135683092f2dbc787cd26f93095bdb7596 Mon Sep 17 00:00:00 2001 From: Alpamys Date: Mon, 23 Mar 2026 16:35:25 +0500 Subject: [PATCH] =?UTF-8?q?Remove=20Features=20table=20from=20README=20?= =?UTF-8?q?=E2=80=94=20redundant=20with=20docs=20sections?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-Authored-By: Claude Opus 4.6 (1M context) --- README.md | 35 ----------------------------------- 1 file changed, 35 deletions(-) diff --git a/README.md b/README.md index 73f4307..2124442 100644 --- a/README.md +++ b/README.md @@ -506,41 +506,6 @@ soup eval --model ./output --benchmarks mmlu,gsm8k,hellaswag soup eval --model ./output --benchmarks mmlu --run-id run_20260223_143052_a1b2 ``` -## Features - -| Feature | Status | -|---|---| -| LoRA / QLoRA fine-tuning | ✅ | -| SFT (Supervised Fine-Tune) | ✅ | -| DPO (Direct Preference Optimization) | ✅ | -| GRPO (Reasoning / DeepSeek-R1 style) | ✅ | -| Auto batch size | ✅ | -| Auto GPU detection (CUDA/MPS/CPU) | ✅ | -| Live terminal dashboard | ✅ | -| Alpaca / ShareGPT / ChatML / DPO formats | ✅ | -| HuggingFace datasets support | ✅ | -| Interactive model chat | ✅ | -| Push to HuggingFace Hub | ✅ | -| LoRA merge (adapter + base → full model) | ✅ | -| Export to GGUF (Ollama / llama.cpp) | ✅ | -| Resume training from checkpoint | ✅ | -| Weights & Biases integration | ✅ | -| Experiment tracking (SQLite) | ✅ | -| Data tools (convert, merge, dedup, stats) | ✅ | -| Model evaluation (lm-eval) | ✅ | -| Inference server (OpenAI-compatible) | ✅ | -| Synthetic data generation | ✅ | -| Hyperparameter sweep (grid/random + early stopping) | ✅ | -| Model comparison (diff) | ✅ | -| Multi-GPU / DeepSpeed | ✅ | -| Friendly error messages | ✅ | -| Health check (soup doctor) | ✅ | -| Rich download progress bars | ✅ | -| Quickstart demo | ✅ | -| Confirmation prompts | ✅ | -| Web dashboard | 🔜 | -| Cloud mode (BYOG) | 🔜 | - ## All Commands ```