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RUCAIBox/RLMEC

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RLMEC

This repo provides the source code & data of our paper: Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint (arXiv 2024)

Features

  • Feedback Alignment - Improves models via fine-grained reinforcement learning with editing constraints.
  • Reinforcement Learning - Improves models via fine-grained reinforcement learning with editing constraints.
  • RLHF Frameworks - Framework for fine-grained token-level reinforcement learning.

Star history

Star history chart for rucaibox/rlmecStar history chart for rucaibox/rlmec

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 rucaibox/rlmec do?

This repo provides the source code & data of our paper: Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint (arXiv 2024)

What are the main features of rucaibox/rlmec?

The main features of rucaibox/rlmec are: Feedback Alignment, Reinforcement Learning, RLHF Frameworks.

What are some open-source alternatives to rucaibox/rlmec?

Open-source alternatives to rucaibox/rlmec include: facebookresearch/motif — This repository contains PyTorch code for Motif, training AI agents on NetHack with reward functions derived from an… openai/following-instructions-human-feedback — [Paper link][LINKTOPAPER]. 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. ganjinzero/rrhf — Arxiv. openrlhf/openrlhf — OpenRLHF is a training framework and alignment library designed for reinforcement learning from human feedback across…

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