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uclaml/SPIN

0
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1,245 stars·105 forks·Python·Apache-2.0·8 viewsuclaml.github.io/SPIN↗

SPIN

The official implementation of Self-Play Fine-Tuning (SPIN)

Features

  • Reinforcement Learning - Self-play fine-tuning to enhance language model performance.
  • RLHF Frameworks - Framework for self-play fine-tuning of language models.
  • Self-Improvement Methods - Uses self-play to refine language models without external human data.

Star history

Star history chart for uclaml/spinStar history chart for uclaml/spin

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Frequently asked questions

What does uclaml/spin do?

The official implementation of Self-Play Fine-Tuning (SPIN)

What are the main features of uclaml/spin?

The main features of uclaml/spin are: Reinforcement Learning, RLHF Frameworks, Self-Improvement Methods.

What are some open-source alternatives to uclaml/spin?

Open-source alternatives to uclaml/spin include: ganjinzero/rrhf — Arxiv. openrlhf/openrlhf — OpenRLHF is a training framework and alignment library designed for reinforcement learning from human feedback across… alibabaresearch/damo-convai — DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI. anthropics/constitutionalharmlessnesspaper — This repository provides supplementary material for our paper Constitutional AI: Harmlessness from AI Feedback. openai/following-instructions-human-feedback — [Paper link][LINKTOPAPER]. rucaibox/rlmec — This repo provides the source code & data of our paper: Improving Large Language Models via Fine-grained Reinforcement…

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