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ezelikman avatar

ezelikman/STaR

0
View on GitHub↗
227 stars·25 forks·Python·Apache-2.0·8 views

STaR

  1. STaR 2. Mesh Transformer JAX 1. Updates 3. Pretrained Models 1. GPT-J-6B 1. Links 2. Acknowledgments 3. License 4. Model Details 5. Zero-Shot Evaluations 4. Architecture and Usage 1. Fine-tuning 2. JAX Dependency 5. TODO

Features

  • Self-Improvement Methods - Bootstraps reasoning capabilities through iterative self-generated rationales.
  • Single Agent Optimization - Bootstrapping reasoning capabilities through iterative self-training.

Star history

Star history chart for ezelikman/starStar history chart for ezelikman/star

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with STaR

These projects share indexed features with STaR. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • lucidrains/self-rewarding-lm-pytorchlucidrains avatar

    lucidrains/self-rewarding-lm-pytorch

    1,410View on GitHub↗

    Implementation of the training framework proposed in Self-Rewarding Language Model , from MetaAI

    Python
    View on GitHub↗1,410
  • chengsong-huang/r-zeroChengsong-Huang avatar

    Chengsong-Huang/R-Zero

    822View on GitHub↗

    Check out our paper or webpage for the details

    Python
    View on GitHub↗822
  • facebookresearch/rlcdfacebookresearch avatar

    facebookresearch/rlcd

    70View on GitHub↗

    This repo contains code and instructions for reproducing the experiments in the paper "RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment" (https://arxiv.org/abs/2307.12950), by Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, and Yuandong Tian. RLCD is a…

    Python
    View on GitHub↗70
  • chengpengli1003/cortChengpengLi1003 avatar

    ChengpengLi1003/CoRT

    72View on GitHub↗
    Python
    View on GitHub↗72
Compare all 30 related projects→

Frequently asked questions

What does ezelikman/star do?

1. STaR 2. Mesh Transformer JAX 1. Updates 3. Pretrained Models 1. GPT-J-6B 1. Links 2. Acknowledgments 3. License 4. Model Details 5. Zero-Shot Evaluations 4. Architecture and Usage 1. Fine-tuning 2. JAX Dependency 5. TODO

What are the main features of ezelikman/star?

The main features of ezelikman/star are: Self-Improvement Methods, Single Agent Optimization.

Which projects share features with ezelikman/star?

Projects with overlapping indexed features include: lucidrains/self-rewarding-lm-pytorch — Implementation of the training framework proposed in Self-Rewarding Language Model , from MetaAI. chengsong-huang/r-zero — Check out our paper or webpage for the details. facebookresearch/rlcd — This repo contains code and instructions for reproducing the experiments in the paper "RLCD: Reinforcement Learning… hkust-nlp/mstar — :star: Project Page    . iamhankai/forest-of-thought — Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning. chengpengli1003/cort.