Alternatives and similar repositories for lm-human-preferences

Users that are interested in lm-human-preferences are comparing it to the libraries listed below

• allenai / RL4LMs
  A modular RL library to fine-tune language models to human preferences
  ☆2,355Updated last year
• openai / summarize-from-feedback
  Code for "Learning to summarize from human feedback"
  ☆1,044Updated 2 years ago
• anthropics / hh-rlhf
  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
  ☆1,784Updated 3 months ago
• tatsu-lab / alpaca_farm
  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
  ☆827Updated last year
• PKU-Alignment / safe-rlhf
  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
  ☆1,535Updated 3 weeks ago
• openai / prm800k
  800,000 step-level correctness labels on LLM solutions to MATH problems
  ☆2,053Updated 2 years ago
• google-research / FLAN
  ☆1,542Updated last month
• OpenLMLab / MOSS-RLHF
  Secrets of RLHF in Large Language Models Part I: PPO
  ☆1,399Updated last year
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,711Updated last year
• GanjinZero / RRHF
  [NIPS2023] RRHF & Wombat
  ☆812Updated 2 years ago
• allenai / natural-instructions
  Expanding natural instructions
  ☆1,020Updated last year
• bigscience-workshop / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆1,422Updated last year
• openai / following-instructions-human-feedback
  ☆1,244Updated 2 years ago
• eric-mitchell / direct-preference-optimization
  Reference implementation for DPO (Direct Preference Optimization)
  ☆2,745Updated last year
• voidful / TextRL
  Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-…
  ☆564Updated last year
• openai / grade-school-math
  ☆1,333Updated last year
• ruixiangcui / AGIEval
  ☆764Updated last year
• hendrycks / test
  Measuring Massive Multitask Language Understanding | ICLR 2021
  ☆1,503Updated 2 years ago
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆888Updated this week
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆770Updated 2 years ago
• google-research / prompt-tuning
  Original Implementation of Prompt Tuning from Lester, et al, 2021
  ☆695Updated 6 months ago
• XiangLi1999 / PrefixTuning
  Prefix-Tuning: Optimizing Continuous Prompts for Generation
  ☆947Updated last year
• tatsu-lab / alpaca_eval
  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
  ☆1,870Updated last month
• bigscience-workshop / bigscience
  Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
  ☆1,006Updated last year
• hendrycks / math
  The MATH Dataset (NeurIPS 2021)
  ☆1,206Updated 3 weeks ago
• opendilab / awesome-RLHF
  A curated list of reinforcement learning with human feedback resources (continually updated)
  ☆4,153Updated 2 weeks ago
• AetherCortex / Llama-X
  Open Academic Research on Improving LLaMA to SOTA LLM
  ☆1,619Updated 2 years ago
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆923Updated 7 months ago
• facebookresearch / cc_net
  Tools to download and cleanup Common Crawl data
  ☆1,027Updated 2 years ago
• lucidrains / PaLM-pytorch
  Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
  ☆825Updated 2 years ago