ChenDRAG

ChenDRAG's Stars

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python137k1.1k16.4k27.5k

• lm-sys/FastChat

  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

  Language:Python37.4k3511.8k4.6k

• huggingface/diffusers

  🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

  Language:Python27k2114.4k5.5k

• PKU-YuanGroup/Open-Sora-Plan

  This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

  Language:Python11.8k1543671k

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python10.5k771.3k1.4k

• lllyasviel/IC-Light

  More relighting!

  Language:Python7.2k56103426

• imoneoi/openchat

  OpenChat: Advancing Open-source Language Models with Imperfect Data

  Language:Python5.3k50188401

• huggingface/alignment-handbook

  Robust recipes to align language models with human and AI preferences

  Language:Python4.9k111137420

• eric-mitchell/direct-preference-optimization

  Reference implementation for DPO (Direct Preference Optimization)

  Language:Python2.3k1984189

• intel/intel-extension-for-transformers

  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

  Language:Python2.1k28166210

• openai/consistencydecoder

  Consistency Distilled Diff VAE

  Language:Python2.1k212076

• OpenLLMAI/OpenRLHF

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

  Language:Python1.8k21179168

• THUDM/ImageReward

  [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

  Language:Python1.2k159465

• baofff/U-ViT

  A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".

  Language:Jupyter Notebook950122864

• opendilab/awesome-diffusion-model-in-rl

  A curated list of Diffusion Model in RL resources (continually updated)

  90920148

• lichao-sun/SoraReview

  The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

  4919220

• apexrl/Diff4RLSurvey

  This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"

  49012221

• kvablack/ddpo-pytorch

  DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

  Language:Python45962442

• yuvalkirstain/PickScore

  Language:Python45933328

• tgxs002/HPSv2

  Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

  Language:Jupyter Notebook427104114

• jannerm/ddpo

  Code for the paper "Training Diffusion Models with Reinforcement Learning"

  Language:Python37571126

• OpenBMB/UltraFeedback

  A large-scale, fine-grained, diverse preference dataset (and models).

  Language:Python322101315

• SalesforceAIResearch/DiffusionDPO

  Code for "Diffusion Model Alignment Using Direct Preference Optimization"

  Language:Python30171525

• OpenBMB/Eurus

  Language:Python293111114

• mihirp1998/AlignProp

  AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

  Language:Python2516158

• yk7333/d3po

  [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"

  Language:Python18381618

• alibaba/VideoMV

  VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model

  Language:Python1586514

• thu-ml/Noise-Contrastive-Alignment

  Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)

  Language:Python40854

• somvy/slic-hf

  Experiments of divergence functions for DPO, RLHF

  Language:Jupyter Notebook7100

• Ghost---Shadow/sequence-likelihood-calibration

  Reproduction of SLiC-HF: Sequence Likelihood Calibration with Human Feedback

  Language:Python5402