SimonCuCu

SimonCuCu's Stars

• FMInference/FlexLLMGen

  Running large language models on a single GPU for throughput-oriented scenarios.

  Language:Python9.2k554

• vllm-project/vllm

  A high-throughput and memory-efficient inference and serving engine for LLMs

  Language:Python32.9k5k

• Zanette-Labs/SpeculativeRejection

  [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection

  Language:Python353

• mnoukhov/async_rlhf

  Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models

  Language:Python191

• YuxiXie/MCTS-DPO

  This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.

  Language:Jupyter Notebook25626

• sail-sg/CPO

  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.

  Language:Python802

• ZHZisZZ/weak-to-strong-search

  [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models

  Language:Python553

• FasterDecoding/Medusa

  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

  Language:Jupyter Notebook2.4k164

• rohinmanvi/Capability-Aware_and_Mid-Generation_Self-Evaluations

  18

• huggingface/alignment-handbook

  Robust recipes to align language models with human and AI preferences

  Language:Python4.8k419

• eric-mitchell/direct-preference-optimization

  Reference implementation for DPO (Direct Preference Optimization)

  Language:Python2.3k188

• feifeibear/LLMSpeculativeSampling

  Fast inference from large lauguage models via speculative decoding

  Language:Python61563

• Xwin-LM/Xwin-LM

  Xwin-LM: Powerful, Stable, and Reproducible LLM Alignment

  Language:Python1k41

• RLHFlow/Online-RLHF

  A recipe for online RLHF and online iterative DPO.

  Language:Python46951

• OpenRLHF/OpenRLHF

  An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

  Language:Python3.4k323

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python10.5k1.4k

• microsoft/DeepSpeedExamples

  Example models using DeepSpeed

  Language:Python6.2k1.1k