Alternatives and similar repositories for zero-shot-reward-models

Users that are interested in zero-shot-reward-models are comparing it to the libraries listed below

• Linear95 / APO
  Code for ACL2024 paper - Adversarial Preference Optimization (APO).
  ☆54Updated 11 months ago
• csitfun / LogiCoT
  the instructions and demonstrations for building a formal logical reasoning capable GLM
  ☆53Updated 8 months ago
• feyzaakyurek / rl4f
  Code for RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL 2023.
  ☆63Updated 5 months ago
• ernie-research / Tool-Augmented-Reward-Model
  [ICLR'24 spotlight] Tool-Augmented Reward Modeling
  ☆47Updated 4 months ago
• TianHongZXY / CoRe
  [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
  ☆49Updated last year
• Pranjal2041 / AdaptiveConsistency
  Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs
  ☆36Updated last year
• GAIR-NLP / MetaCritique
  Evaluate the Quality of Critique
  ☆35Updated 11 months ago
• RLHFlow / Directional-Preference-Alignment
  Directional Preference Alignment
  ☆57Updated 7 months ago
• GAIR-NLP / scaleeval
  Scalable Meta-Evaluation of LLMs as Evaluators
  ☆42Updated last year
• YuxiXie / SelfEval-Guided-Decoding
  ☆96Updated last year
• allenai / sso
  Repository for Skill Set Optimization
  ☆12Updated 9 months ago
• facebookresearch / RLCD
  Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment
  ☆69Updated last year
• wwxu21 / CUT
  Source code of "Reasons to Reject? Aligning Language Models with Judgments"
  ☆58Updated last year
• Linear95 / DSP
  Domain-specific preference (DSP) data and customized RM fine-tuning.
  ☆25Updated last year
• PrasannS / rlhf-length-biases
  ☆28Updated last year
• sail-sg / dice
  Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
  ☆44Updated last month
• debjitpaul / refiner
  About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…
  ☆70Updated last year
• chujiezheng / LLM-Extrapolation
  Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"
  ☆74Updated 11 months ago
• Re-Align / just-eval
  A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.
  ☆85Updated last year
• aryopg / mmlu-redux
  ☆16Updated 6 months ago
• hbin0701 / Self-Explore
  [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…
  ☆50Updated last year
• Reason-Wang / NAT
  [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…
  ☆26Updated last year
• architsharma97 / dpo-rlaif
  ☆97Updated 10 months ago
• maszhongming / ParaKnowTransfer
  Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"
  ☆32Updated last year
• ThomasScialom / T0_continual_learning
  Adding new tasks to T0 without catastrophic forgetting
  ☆33Updated 2 years ago
• mukhal / GRACE
  Discriminator-Guided Chain-of-Thought Reasoning
  ☆47Updated 7 months ago
• princeton-nlp / InstructEval
  [NAACL 2024 Findings] Evaluation suite for the systematic evaluation of instruction selection methods.
  ☆22Updated last year
• cathyxl / MAgIC
  ☆40Updated 6 months ago
• petezh / OpenD5
  Tasks for describing differences between text distributions.
  ☆16Updated 9 months ago
• zjunlp / TRICE
  [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback
  ☆41Updated last year