Alternatives and similar repositories for data-efficient-llm-rl

Users that are interested in data-efficient-llm-rl are comparing it to the libraries listed below

• VITA-Group / SEAL
  Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free
  ☆41Updated 5 months ago
• bethgelab / sober-reasoning
  A Sober Look at Language Model Reasoning
  ☆83Updated 2 weeks ago
• tmlr-group / NoisyRationales
  [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"
  ☆37Updated 2 months ago
• Zanette-Labs / efficient-reasoning
  ☆67Updated 5 months ago
• git-disl / Lisa
  This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)
  ☆23Updated last year
• ChnQ / MI-Peaks
  ☆50Updated 2 months ago
• PKU-Alignment / llms-resist-alignment
  [ACL2025 Best Paper] Language Models Resist Alignment
  ☆29Updated 3 months ago
• ZHZisZZ / modpo
  [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
  ☆88Updated last year
• StarDewXXX / O1-Pruner
  Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
  ☆88Updated 7 months ago
• boyiwei / alignment-attribution-code
  [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
  ☆84Updated 5 months ago
• wang2226 / Awesome-LLM-Decoding
  📜 Paper list on decoding methods for LLMs and LVLMs
  ☆58Updated 2 months ago
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆152Updated 5 months ago
• tmlr-group / ECON
  [ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"
  ☆25Updated 2 months ago
• Guangxuan-Xiao / GSM8K-eval
  ☆52Updated 2 years ago
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆157Updated last week
• limenlp / verl
  AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning
  ☆45Updated 3 months ago
• tmlr-group / AR-Bench
  [ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"
  ☆42Updated 2 months ago
• Joshua-Ren / Learning_dynamics_LLM
  ☆167Updated 4 months ago
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆69Updated 5 months ago
• CMU-AIRe / MRT
  Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".
  ☆105Updated last month
• tmlr-group / landscape-of-thoughts
  [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"
  ☆36Updated last month
• Trustworthy-ML-Lab / ThinkEdit
  [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…
  ☆15Updated this week
• Lingkai-Kong / RE-Control
  Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective
  ☆34Updated 7 months ago
• thu-ml / STAIR
  Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"
  ☆72Updated 7 months ago
• licong-lin / negative-preference-optimization
  ☆60Updated last year
• git-disl / Vaccine
  This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)
  ☆46Updated 10 months ago
• WANGXinyiLinda / planning_tokens
  Official code for Guiding Language Model Math Reasoning with Planning Tokens
  ☆15Updated last year
• Alsace08 / Chain-of-Embedding
  [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
  ☆80Updated 9 months ago
• zhxieml / remiss-jailbreak
  ☆32Updated last year
• UCSB-NLP-Chang / ThinkPrune
  ☆43Updated 5 months ago