Alternatives and similar repositories for SimPO

Users that are interested in SimPO are comparing it to the libraries listed below

• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆877Updated 3 weeks ago
• huggingface / Math-Verify
  ☆870Updated last month
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆622Updated last month
• THUDM / ReST-MCTS
  ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
  ☆656Updated 6 months ago
• magpie-align / magpie
  [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …
  ☆744Updated 4 months ago
• zhentingqi / rStar
  ☆954Updated 6 months ago
• RUCAIBox / Slow_Thinking_with_LLMs
  A series of technical report on Slow Thinking with LLM
  ☆715Updated last month
• lqtrung1998 / mwp_ReFT
  ☆545Updated 7 months ago
• SimpleBerry / LLaMA-O1
  Large Reasoning Models
  ☆804Updated 8 months ago
• RLHFlow / RLHF-Reward-Modeling
  Recipes to train reward model for RLHF.
  ☆1,425Updated 3 months ago
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆474Updated 9 months ago
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆561Updated 7 months ago
• pjlab-sys4nlp / llama-moe
  ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)
  ☆978Updated 8 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆626Updated last year
• MARIO-Math-Reasoning / Super_MARIO
  ☆337Updated 2 months ago
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆739Updated 10 months ago
• yule-BUAA / MergeLM
  Codebase for Merging Language Models (ICML 2024)
  ☆842Updated last year
• sangmichaelxie / doremi
  Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
  ☆340Updated last year
• dvlab-research / Step-DPO
  Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
  ☆376Updated 6 months ago
• openreasoner / openr
  OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
  ☆1,805Updated 6 months ago
• GAIR-NLP / O1-Journey
  O1 Replication Journey
  ☆1,998Updated 6 months ago
• NVIDIA / NeMo-Aligner
  Scalable toolkit for efficient model alignment
  ☆834Updated last week
• uclaml / SPIN
  The official implementation of Self-Play Fine-Tuning (SPIN)
  ☆1,181Updated last year
• TencentARC / LLaMA-Pro
  [ACL 2024] Progressive LLaMA with Block Expansion.
  ☆508Updated last year
• PRIME-RL / PRIME
  Scalable RL solution for advanced reasoning of language models
  ☆1,672Updated 4 months ago
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆397Updated last year
• voidism / DoLa
  Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
  ☆504Updated 6 months ago
• ezelikman / quiet-star
  Code for Quiet-STaR
  ☆737Updated 11 months ago
• OpenBMB / UltraFeedback
  A large-scale, fine-grained, diverse preference dataset (and models).
  ☆345Updated last year
• xfactlab / orpo
  Official repository for ORPO
  ☆461Updated last year