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1. bytedance/deer-flow bytedance/deer-flow Public

   An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of…

   Python 83.4k 11.6k

2. huggingface/peft huggingface/peft Public

   🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

   Python 21.8k 2.6k

3. deepseek-ai/DeepSpec deepseek-ai/DeepSpec Public

   DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms

   Python 7.2k 669

4. can-i-finetune-this can-i-finetune-this Public

   Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.

   Python 793 107

5. mini-verl mini-verl Public

   verl for a single consumer GPU. PPO, GRPO and on-policy distillation on NVIDIA GPUs.

   Python 304 75

6. pairjudge pairjudge Public

   Pairwise LLM judges (A/B/tie): budget-aware multi-turn packing, position-bias correction, pseudo-label distillation. Generalized from the 4th-place (gold) solution to Kaggle LMSYS Chatbot Arena.

   Python 170 12