holarissun

holarissun's Stars

• huggingface/transformers

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

  Language:Python134k1.1k16k26.8k

• tldr-pages/tldr

  📚 Collaborative cheatsheets for console commands

  Language:Markdown51k3721.4k4.2k

• microsoft/unilm

  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

  Language:Python20.1k3081.4k2.5k

• tloen/alpaca-lora

  Instruct-tune LLaMA on consumer hardware

  Language:Jupyter Notebook18.6k1544692.2k

• pre-commit/pre-commit

  A framework for managing and maintaining multi-language pre-commit hooks.

  Language:Python12.9k882.1k813

• pre-commit/pre-commit-hooks

  Some out-of-the-box hooks for pre-commit

  Language:Python5.3k44496705

• datamllab/rlcard

  Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

  Language:Python2.9k74198627

• eric-mitchell/direct-preference-optimization

  Reference implementation for DPO (Direct Preference Optimization)

  Language:Python2.1k1981172

• hyp1231/awesome-llm-powered-agent

  Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

  1.5k427120

• PKU-Alignment/safe-rlhf

  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

  Language:Python1.3k1884118

• KhoomeiK/LlamaGym

  Fine-tune LLM agents with online reinforcement learning

  Language:Python9877944

• openai/summarize-from-feedback

  Code for "Learning to summarize from human feedback"

  Language:Python98714721143

• zjunlp/Prompt4ReasoningPapers

  [ACL 2023] Reasoning with Language Model Prompting: A Survey

  88527568

• bupticybee/TexasHoldemSolverJava

  A Java implemented Texas holdem and short deck Solver

  Language:Java8091825186

• tatsu-lab/alpaca_farm

  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

  Language:Python77494260

• facebookresearch/contriever

  Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning

  Language:Python676151759

• RLHFlow/Online-RLHF

  A recipe for online RLHF and online iterative DPO.

  Language:Python405182244

• Joyce94/LLM-RLHF-Tuning

  LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA)

  Language:Python3682317

• kaixindelele/ChatOpenReview

  Crowdfunding open source projects: use OpenReview's high-quality review data to fine-tune a professional review and response LLM. 众筹开源项目：利用OpenReview的优质审稿数据，微调出一个专业的审稿和审稿回复GPT

  Language:Python1979012

• jackaduma/ChatGLM-LoRA-RLHF-PyTorch

  A full pipeline to finetune ChatGLM LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the ChatGLM architecture. Basically ChatGPT but with ChatGLM

  Language:Python1266210

• kaiwenzha/Rank-N-Contrast

  [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression

  Language:Python88167

• jackaduma/Alpaca-LoRA-RLHF-PyTorch

  A full pipeline to finetune Alpaca LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the Alpaca architecture. Basically ChatGPT but with Alpaca

  Language:Python56516

• AlgTUDelft/WCSAC

  Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"

  Language:Python514518

• YangRui2015/RiC

  Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"

  Language:Python44184

• michaelnny/InstructLLaMA

  Implements pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF), to train and fine-tune the LLaMA2 model to follow human instructions, similar to InstructGPT or ChatGPT, but on a much smaller scale.

  Language:Jupyter Notebook41089

• cassidylaidlaw/hidden-context

  Code and data for the paper "Understanding Hidden Context in Preference Learning: Consequences for RLHF"

  Language:Python25105

• karush17/Deep-Eligibility-Traces

  Implementation of Eligibility Traces with Neural Networks in PyTorch and Tensorflow 2.0

  Language:Python23651

• SimengSun/alpaca_farm_lora

  Language:Python22101

• XanderJC/attention-based-credit

  Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt, and Mihaela van der Schaar

  Language:Python19431

• WeijieyingRen/TabLog

  Code of TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules, ICML 2024

  231