[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
☆964Feb 16, 2025Updated last year
Alternatives and similar repositories for SimPO
Users that are interested in SimPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reference implementation for DPO (Direct Preference Optimization)☆2,922Aug 11, 2024Updated 2 years ago
- Robust recipes to align language models with human and AI preferences☆5,707Sep 23, 2026Updated last month
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆911Sep 30, 2025Updated last year
- Recipes to train reward model for RLHF.☆1,545Apr 24, 2025Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆155Feb 14, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains the joint use of CPO and SimPO method for better reference-free preference learning methods.☆59Aug 13, 2024Updated 2 years ago
- Official repository for ORPO☆478May 31, 2024Updated 2 years ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,134Oct 5, 2026Updated 3 weeks ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆398Jan 19, 2025Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆2,021Aug 9, 2025Updated last year
- RewardBench: the first evaluation tool for reward models.☆748Oct 14, 2026Updated 2 weeks ago
- AllenAI's post-training codebase☆3,915Updated this week
- A recipe for online RLHF and online iterative DPO.☆542Dec 28, 2024Updated last year
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,255May 8, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Train transformer language models with reinforcement learning.☆19,649Updated this week
- Simple RL training for reasoning☆3,880Dec 23, 2025Updated 10 months ago
- Arena-Hard-Auto: An automatic LLM benchmark.☆1,086Jun 21, 2025Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Sep 24, 2024Updated 2 years ago
- The official implementation of Self-Play Preference Optimization (SPPO)☆590Jan 23, 2025Updated last year
- Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback☆1,621Nov 24, 2025Updated 11 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆609Dec 9, 2024Updated last year
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆899Mar 17, 2025Updated last year
- Scalable toolkit for efficient model alignment☆850Oct 6, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆1,200Jan 10, 2026Updated 9 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆543Oct 20, 2024Updated 2 years ago
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,154Jun 1, 2023Updated 3 years ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆260Nov 3, 2024Updated last year
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆24,091Updated this week
- Tools for merging pretrained large language models.☆7,427Updated this week
- Secrets of RLHF in Large Language Models Part I: PPO☆1,428Mar 3, 2024Updated 2 years ago
- O1 Replication Journey☆1,997Jan 14, 2025Updated last year
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,286Aug 27, 2025Updated last year
- Democratizing Reinforcement Learning for LLMs☆5,905Oct 16, 2026Updated 2 weeks ago
- Scalable RL solution for advanced reasoning of language models☆1,873Mar 18, 2025Updated last year
- A curated list of reinforcement learning with human feedback resources (continually updated)☆4,438May 20, 2026Updated 5 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆55Jun 16, 2024Updated 2 years ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- ☆338Jul 25, 2024Updated 2 years ago