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Projects in Awesome Lists tagged with rlhf

A curated list of projects in awesome lists tagged with rlhf .

https://github.com/laion-ai/open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf

Last synced: 14 May 2025

https://github.com/LAION-AI/Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf

Last synced: 15 Mar 2025

https://github.com/ymcui/Chinese-LLaMA-Alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

64k alpaca alpaca-2 alpaca2 flash-attention large-language-models llama llama-2 llama2 llm nlp rlhf yarn

Last synced: 24 Mar 2025

https://github.com/ymcui/chinese-llama-alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

64k alpaca alpaca-2 alpaca2 flash-attention large-language-models llama llama-2 llama2 llm nlp rlhf yarn

Last synced: 14 May 2025

https://github.com/internlm/internlm

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

chatbot chinese fine-tuning-llm flash-attention gpt large-language-model llm long-context pretrained-models rlhf

Last synced: 14 May 2025

https://github.com/InternLM/InternLM

Official release of InternLM2 7B and 20B base and chat models. 200K context support

chatbot chinese fine-tuning-llm flash-attention gpt large-language-model llm long-context pretrained-models rlhf

Last synced: 16 Mar 2025

https://github.com/huggingface/alignment-handbook

Robust recipes to align language models with human and AI preferences

llm rlhf transformers

Last synced: 12 May 2025

https://github.com/Kiln-AI/kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

ai chain-of-thought collaboration dataset-generation evals evaluation evaluation-framework fine-tuning machine-learning macos mcp ml ollama openai prompt prompt-engineering python rlhf synthetic-data windows

Last synced: 16 Aug 2026

https://github.com/hiyouga/chatglm-efficient-tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

alpaca chatglm chatglm2 chatgpt fine-tuning huggingface language-model lora peft pytorch qlora rlhf transformers

Last synced: 29 Sep 2025

https://github.com/hiyouga/ChatGLM-Efficient-Tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

alpaca chatglm chatglm2 chatgpt fine-tuning huggingface language-model lora peft pytorch qlora rlhf transformers

Last synced: 29 Mar 2025

https://github.com/pku-alignment/align-anything

Align Anything: Training All-modality Model with Feedback

chameleon dpo large-language-models multimodal rlhf vision-language-model

Last synced: 14 May 2025

https://github.com/kiln-ai/kiln

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

ai chain-of-thought collaboration dataset-generation evals evaluation fine-tuning machine-learning macos ml ollama openai prompt prompt-engineering python rlhf synthetic-data windows

Last synced: 23 Apr 2025

https://github.com/transformerlab/transformerlab-app

Open Source Application for Advanced LLM Engineering: interact, train, fine-tune, and evaluate large language models on your own computer.

electron llama llms lora mlx rlhf transformers

Last synced: 12 Feb 2026

https://github.com/PKU-Alignment/align-anything

Align Anything: Training All-modality Model with Feedback

chameleon dpo large-language-models multimodal rlhf vision-language-model

Last synced: 01 Apr 2025

https://github.com/argilla-io/distilabel

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

ai huggingface llms openai python rlaif rlhf synthetic-data synthetic-dataset-generation

Last synced: 11 Apr 2025

https://github.com/tatsu-lab/alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf

Last synced: 13 May 2025

https://tatsu-lab.github.io/alpaca_eval/

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf

Last synced: 23 Mar 2025

https://github.com/thudm/webglm

WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)

chatgpt llm rlhf webglm

Last synced: 14 May 2025

https://github.com/THUDM/WebGLM

WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)

chatgpt llm rlhf webglm

Last synced: 24 Mar 2025

https://github.com/natolambert/rlhf-book

Textbook on reinforcement learning from human feedback

ai alignment rlhf

Last synced: 08 Feb 2026

https://github.com/zai-org/ImageReward

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

diffusion-models generative-model human-preferences rlhf

Last synced: 29 Dec 2025

https://github.com/THUDM/ImageReward

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

diffusion-models generative-model human-preferences rlhf

Last synced: 28 Mar 2025

https://github.com/openlmlab/moss-rlhf

Secrets of RLHF in Large Language Models Part I: PPO

ai-safety alignment rlhf

Last synced: 16 May 2025

https://github.com/OpenLMLab/MOSS-RLHF

Secrets of RLHF in Large Language Models Part I: PPO

ai-safety alignment rlhf

Last synced: 29 Mar 2025

https://openlmlab.github.io/MOSS-RLHF/

Secrets of RLHF in Large Language Models Part I: PPO

ai-safety alignment rlhf

Last synced: 25 Mar 2025

https://github.com/RLHFlow/RLHF-Reward-Modeling

Recipes to train reward model for RLHF.

llama3 llm reward-models rlhf

Last synced: 07 May 2025

https://github.com/tingaicompass/AI-Compass

“AI-Compass”将为社区指引在 AI 技术海洋中航行的方向,无论你是初学者还是进阶开发者,都能在这里找到通往 AI 各大方向的路径。旨在帮助开发者系统性地了解 AI 的核心概念、主流技术、前沿趋势,并通过实践掌握从理论到落地的全过程。

agent ai llm llm-inference llm-training nlp rl rlhf

Last synced: 02 Sep 2026

https://github.com/alibaba/ROLL

An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models

agentic rlhf rlvr

Last synced: 15 Jun 2025

https://github.com/Kiln-AI/Kiln

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

ai chain-of-thought collaboration dataset-generation fine-tuning machine-learning macos ml ollama openai prompt prompt-engineering python rlhf synthetic-data windows

Last synced: 06 Oct 2025

https://github.com/xtreme1-io/xtreme1

Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.

3d-annotation annotation annotation-tool computer-vision image-annotation image-classification image-labelling-tool labeling-tool multimodal point-cloud rlhf

Last synced: 20 Mar 2025

https://github.com/verl-project/verl-omni

Multimodal RL training framework for diffusion & omni models

diffusion-models flow-matching grpo multimodal qwen reinforcement-learning rlhf vllm

Last synced: 02 Aug 2026

https://github.com/jianzhnie/LLamaTuner

Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

chatgpt dpo llama llama3 mixtral ppo qlora qwen rlhf

Last synced: 23 Apr 2025

https://github.com/jianzhnie/llamatuner

Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

chatgpt dpo llama llama3 mixtral ppo qlora qwen rlhf

Last synced: 15 May 2025

https://github.com/allenai/reward-bench

RewardBench: the first evaluation tool for reward models.

preference-learning rlhf

Last synced: 11 Sep 2025

https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese

聚宝盆(Cornucopia): 中文金融系列开源可商用大模型,并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

chinese finance large-language-models llama nlp qa rlhf sft text-generation transformers

Last synced: 01 Apr 2025

https://github.com/voidful/textrl

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

chatgpt controlled-nlg gpt-2 gpt-3 language-model nlg nlp pytorch reinforcement-learning rlhf

Last synced: 16 May 2025

https://github.com/voidful/TextRL

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

chatgpt controlled-nlg gpt-2 gpt-3 language-model nlg nlp pytorch reinforcement-learning rlhf

Last synced: 29 Mar 2025

https://github.com/RLHFlow/Online-RLHF

A recipe for online RLHF and online iterative DPO.

llama3 llm rlhf

Last synced: 13 Jul 2026

https://github.com/cambioml/pykoi-rlhf-finetuned-transformers

pykoi: Active learning in one unified interface

ai chatbot feedback language-model llm machine-learning rlhf

Last synced: 11 Sep 2025

https://github.com/CambioML/pykoi-rlhf-finetuned-transformers

pykoi: Active learning in one unified interface

ai chatbot feedback language-model llm machine-learning rlhf

Last synced: 04 Apr 2025

https://github.com/rlhflow/online-rlhf

A recipe for online RLHF and online iterative DPO.

llama3 llm rlhf

Last synced: 08 Apr 2025

https://github.com/sail-sg/oat

🌾 OAT: A research-friendly framework for LLM online alignment, including preference learning, reinforcement learning, etc.

alignment distributed-rl distributed-training dpo dueling-bandits grpo llm llm-aligment llm-exploration online-alignment online-rl ppo r1-zero reasoning rlhf thompson-sampling

Last synced: 08 May 2025

https://github.com/tudb-labs/mlora

An Efficient "Factory" to Build Multiple LoRA Adapters

baichuan chatglm dpo finetune gpu llama llama2 llm lora mlora peft rlhf

Last synced: 15 May 2025

https://github.com/WangRongsheng/MedQA-ChatGLM

🛰️ 基于真实医疗对话数据在ChatGLM上进行LoRA、P-Tuning V2、Freeze、RLHF等微调,我们的眼光不止于医疗问答

chatglm-6b chatgpt dataset fine-tuning freeze huggingface large-language-models llms lora medical rlhf transformer

Last synced: 20 Apr 2025

https://github.com/haoliuhl/chain-of-hindsight

Simple next-token-prediction for RLHF

large-language-models learning-from-human-feedback rlhf

Last synced: 03 Apr 2025

https://github.com/mihirp1998/VADER

Video Diffusion Alignment via Reward Gradients. We improve a variety of video diffusion models such as VideoCrafter, OpenSora, ModelScope and StableVideoDiffusion by finetuning them using various reward models such as HPS, PickScore, VideoMAE, VJEPA, YOLO, Aesthetics etc.

alignment diffusion reinforcement-learning reinforcement-learning-human-feedback rl rlhf vader video-diffusion video-diffusion-alignment

Last synced: 28 Mar 2025

https://github.com/jackaduma/vicuna-lora-rlhf-pytorch

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

chatgpt finetune gpt llama llm lora peft ppo pytorch reward-models rlhf vicuna vicuna-7b

Last synced: 13 Apr 2025

https://github.com/jianzhnie/open-r1

The open source implementation of DeepSeek-R1. 开源复现 DeepSeek-R1

deepseek-r1 deepseek-v3 grpo llm rlhf

Last synced: 04 Apr 2025

https://github.com/thudm/visionreward

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

diffusion preference rlhf

Last synced: 21 Jun 2025

https://github.com/harderthenharder/rlloggingboard

A visuailzation tool to make deep understaning and easier debugging for RLHF training.

rlhf visualization

Last synced: 07 May 2025

https://github.com/tomekkorbak/pretraining-with-human-feedback

Code accompanying the paper Pretraining Language Models with Human Preferences

ai-alignment ai-safety decision-transformers gpt language-models pretraining reinforcement-learning rlhf

Last synced: 07 May 2025

https://github.com/tidedra/vl-rlhf

A RLHF Infrastructure for Vision-Language Models

dpo llm lmm mllm rlhf vlm

Last synced: 20 Jun 2025

https://github.com/jianzhnie/Open-R1

The open source implementation of ChatGPT, Alpaca, Vicuna and RLHF Pipeline. 从0开始实现一个ChatGPT.

chatgpt gpt llama llm lora peft ppo rlhf stanford-alpaca

Last synced: 05 Oct 2025

https://github.com/pku-alignment/aligner

[NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct

aisafety aligner alignment interpretability llm mecinterp rlhf weak-to-strong

Last synced: 07 May 2025

https://github.com/xrsrke/instructgoose

Implementation of Reinforcement Learning from Human Feedback (RLHF)

chatgpt human-feedback instructgpt reinforcement-learning rlhf

Last synced: 09 Apr 2025

https://github.com/xrsrke/instructGOOSE

Implementation of Reinforcement Learning from Human Feedback (RLHF)

chatgpt human-feedback instructgpt reinforcement-learning rlhf

Last synced: 29 Mar 2025

https://github.com/rlhflow/rlhf-reward-modeling

A recipe to train reward models for RLHF.

llm reward-functions rlhf

Last synced: 21 Aug 2025

https://github.com/pku-alignment/beavertails

BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).

ai-safety beaver datasets gpt human-feedback human-feedback-data language-model large-language-model llama llm llms rlhf safe-rlhf safety

Last synced: 09 Aug 2025

https://github.com/liziniu/ReMax

Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)

large-language-models policy-gradient reinforcement-learning rlhf

Last synced: 09 May 2025

https://github.com/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

chatglm chatglm-6b chatgpt deepspeed finetune gpt llama llm lora peft ppo pytorch reward-models rlhf

Last synced: 27 Apr 2025

https://github.com/modelscope/trinity-rft

Trinity-RFT is a general-purpose, flexible and scalable framework designed for reinforcement fine-tuning (RFT) of large language models (LLM).

agent llm rlhf

Last synced: 14 Jun 2025

https://github.com/l294265421/alpaca-rlhf

Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat

alpaca chatgpt language-model large-language-models llama llm reinforcement-learning rlhf

Last synced: 29 Mar 2025

https://github.com/niutrans/vision-llm-alignment

This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vision models.

alignment dpo llama3-vision llava llm mllm multi-model ppo reward rlhf sft vision

Last synced: 06 Apr 2025

https://github.com/NiuTrans/Vision-LLM-Alignment

This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vision models.

alignment dpo llama3-vision llava llm mllm multi-model ppo reward rlhf sft vision

Last synced: 07 May 2025

https://github.com/rkinas/rlhf_thinking_model

This repository serves as a collection of research notes and resources on training large language models (LLMs) and Reinforcement Learning from Human Feedback (RLHF). It focuses on the latest research, methodologies, and techniques for fine-tuning language models.

llm rl rlhf

Last synced: 09 Apr 2025

https://github.com/opening-up-chatgpt/opening-up-chatgpt.github.io

Tracking instruction-tuned LLM openness. Paper: Liesenfeld, Andreas, Alianda Lopez, and Mark Dingemanse. 2023. “Opening up ChatGPT: Tracking Openness, Transparency, and Accountability in Instruction-Tuned Text Generators.” In Proceedings of the 5th International Conference on Conversational User Interfaces. doi:10.1145/3571884.3604316.

chatgpt chatgpt-free llm open-source rlhf transparency

Last synced: 15 Apr 2025

https://github.com/cogment/cogment-verse

Research platform for Human-in-the-loop learning (HILL) & Multi-Agent Reinforcement Learning (MARL)

cogment human-in-the-loop-learning reinforcement-learning rlhf

Last synced: 13 Oct 2025

https://github.com/llmsresearch/llm-flashcards

Visual knowledge bank for understanding large language models, with 180 concept cards from tokenization to deployment.

agents ai anki attention deep-learning fine-tuning flashcards gpt interview-preparation large-language-models llm llm-resources machine-learning nlp prompt-engineering rag rlhf study-notes transformers

Last synced: 13 Jul 2026

https://github.com/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

alpaca chatgpt deepspeed finetune gpt llama llm lora peft ppo pytorch reward-models rlhf

Last synced: 16 Jun 2025

https://github.com/sail-sg/dice

Official implementation of Bootstrapping Language Models via DPO Implicit Rewards

alignment large-language-models preference-learning rlhf

Last synced: 16 Jul 2025

https://github.com/holarissun/rewardmodelingbeyondbradleyterry

official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and Alternatives

inverse-reinforcement-learning large-language-models largelanguagemodels llm-aligment llmalignment reward reward-modeling reward-models rlhf

Last synced: 19 Sep 2025

https://github.com/jackfsuia/nanorlhf

RLHF experiments on a single A100 40G GPU. Support PPO, GRPO, REINFORCE, RAFT, RLOO, ReMax, DeepSeek R1-Zero reproducing.

rlhf

Last synced: 23 Mar 2025

https://github.com/astorfi/llm-alignment-project

A comprehensive template for aligning large language models (LLMs) using Reinforcement Learning from Human Feedback (RLHF), transfer learning, and more. Build your own customizable LLM alignment solution with ease.

ai alignment deep-learning generative-ai large-language-models llms machine-learning rlhf template

Last synced: 22 Jul 2025

https://github.com/vicgalle/zero-shot-reward-models

ZYN: Zero-Shot Reward Models with Yes-No Questions

llm reinforcement-learning reward-models rlaif rlhf trlx zero-shot

Last synced: 05 Mar 2025

https://github.com/wschella/llm-reliability

Code for the paper "Larger and more instructable language models become less reliable"

bloom evaluation gpt llama llm reliability rlhf scaling supervision

Last synced: 12 Apr 2025

https://github.com/ssbuild/chatglm_rlhf

chatglm_rlhf_finetuning

chat chatglm finetuning lora qlora reward rlhf

Last synced: 17 Oct 2025

https://github.com/ssbuild/llm_rlhf

realize the reinforcement learning training for gpt2 llama bloom and so on llm model

llm llm-rlhf lora reward rlhf trl trlx

Last synced: 24 Apr 2025

https://github.com/general-preference/general-preference-model

Official implementation of ICML 2025 paper "Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment" (https://arxiv.org/abs/2410.02197)

alignment large-language-models preference-modeling preference-optimization rlhf

Last synced: 19 Sep 2025