eric-mitchell / direct-preference-optimizationLinks
Reference implementation for DPO (Direct Preference Optimization)
☆2,728Updated last year
Alternatives and similar repositories for direct-preference-optimization
Users that are interested in direct-preference-optimization are comparing it to the libraries listed below
Sorting:
- A modular RL library to fine-tune language models to human preferences☆2,348Updated last year
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆920Updated 7 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆885Updated 2 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Asy…☆7,915Updated this week
- O1 Replication Journey☆1,997Updated 8 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,851Updated last month
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,045Updated 2 years ago
- Secrets of RLHF in Large Language Models Part I: PPO☆1,397Updated last year
- Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback☆1,527Updated last week
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,589Updated last year
- Code for the paper Fine-Tuning Language Models from Human Preferences☆1,361Updated 2 years ago
- Recipes to train reward model for RLHF.☆1,447Updated 4 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,819Updated 7 months ago
- A curated list of reinforcement learning with human feedback resources (continually updated)☆4,131Updated 2 months ago
- Simple RL training for reasoning☆3,742Updated last month
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,201Updated last year
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,782Updated 2 months ago
- AllenAI's post-training codebase☆3,180Updated this week
- Official Repo for Open-Reasoner-Zero☆2,033Updated 3 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆769Updated 2 years ago
- This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…☆1,167Updated 6 months ago
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,493Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,745Updated last year
- A bibliography and survey of the papers surrounding o1☆1,206Updated 10 months ago
- ☆1,284Updated 6 months ago
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,712Updated last week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,710Updated last year
- Aligning Large Language Models with Human: A Survey☆731Updated 2 years ago
- Paper List for In-context Learning 🌷☆862Updated 11 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆3,552Updated 2 weeks ago