Alternatives and similar repositories for MC-LAVE-RL

Users that are interested in MC-LAVE-RL are comparing it to the libraries listed below

• snu-mllab / DPPO
  Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)
  ☆42Updated last year
• abdulhaim / LMRL-Gym
  ☆103Updated last year
• mansicer / Q-Adapter
  Implementation of ICLR 2025 paper "Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation"
  ☆18Updated last year
• jhejna / cpl
  Code for Contrastive Preference Learning (CPL)
  ☆176Updated 10 months ago
• BladeTransformerLLC / OvercookedGPT
  An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic mult…
  ☆71Updated 2 years ago
• ml-jku / L2M
  Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
  ☆60Updated last year
• jinpz / q_sharp
  The official code release for Q#: Provably Optimal Distributional RL for LLM Post-Training
  ☆16Updated 7 months ago
• HosnLS / Hierarchical-Language-Agent
  ☆37Updated last year
• XanderJC / attention-based-credit
  Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt…
  ☆37Updated last year
• tlc4418 / llm_optimization
  A repo for RLHF training and BoN over LLMs, with support for reward model ensembles.
  ☆44Updated 9 months ago
• upiterbarg / diff_history
  [ICML 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)
  ☆20Updated last year
• alexrame / rewardedsoups
  Rewarded soups official implementation
  ☆60Updated 2 years ago
• liziniu / policy_optimization
  Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)
  ☆28Updated last year
• McGill-NLP / VinePPO
  Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"
  ☆175Updated 4 months ago
• facebookresearch / rlfh-gen-div
  This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity
  ☆47Updated last year
• csmile-1006 / PreferenceTransformer
  Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)
  ☆164Updated 2 years ago
• ttumiel / minRLHF
  Minimal RLHF implementation built on top of minGPT.
  ☆30Updated last year
• flowersteam / Grounding_LLMs_with_online_RL
  We perform functional grounding of LLMs' knowledge in BabyAI-Text
  ☆274Updated last year
• flowersteam / lamorel
  Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).
  ☆240Updated last month
• vwxyzjn / cleanba
  CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL
  ☆116Updated last year
• agentification / RAFA_code
  ☆144Updated last year
• CarperAI / Algorithm-Distillation-RLHF
  ☆36Updated 2 years ago
• abaheti95 / LoL-RL
  Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients
  ☆26Updated last year
• Asap7772 / understanding-rlhf
  Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…
  ☆32Updated last year
• waterhorse1 / Natural-language-RL
  Natural Language Reinforcement Learning
  ☆98Updated 2 months ago
• microsoft / RLHF-APA
  RL algorithm: Advantage induced policy alignment
  ☆65Updated 2 years ago
• snu-mllab / Achievement-Distillation
  Official PyTorch implementation of "Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning" (NeurIPS 20…
  ☆35Updated 7 months ago
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆194Updated 6 months ago
• cmu-mind / RISE
  ☆33Updated 11 months ago
• ahjwang / messenger-emma
  Implements the Messenger environment and EMMA model.
  ☆25Updated 2 years ago