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Starred repositories

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A RLHF Infrastructure for Vision-Language Models

Python 201 8 Updated Nov 15, 2024

Robust recipes to align language models with human and AI preferences

Python 5,648 491 Updated May 26, 2026

[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

Python 956 78 Updated Feb 16, 2025

Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.

Python 2,103 117 Updated Jul 29, 2024

Kolmogorov Arnold Networks

Jupyter Notebook 16,328 1,565 Updated Jan 19, 2025

🔥🔥 LLaVA++: Extending LLaVA with Phi-3 and LLaMA-3 (LLaVA LLaMA-3, LLaVA Phi-3)

Python 842 59 Updated Aug 5, 2025

Recipes to train reward model for RLHF.

Python 1,535 110 Updated Apr 24, 2025

NeurIPS 2024 Paper: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing

Python 576 34 Updated Oct 20, 2024

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

Python 10,105 789 Updated Sep 22, 2025

Official repository for the paper PLLaVA

Python 669 44 Updated Jul 28, 2024

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

Python 3,605 271 Updated Feb 8, 2026

An Open-source Toolkit for LLM Development

Python 2,801 177 Updated Jan 13, 2025

Official repository for ORPO

Python 480 44 Updated May 31, 2024

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

Python 3,329 277 Updated May 4, 2024

LLaVA-Plus: Large Language and Vision Assistants that Plug and Learn to Use Skills

Python 770 60 Updated Feb 1, 2024

Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding

Python 31 2 Updated Jan 28, 2024
Python 65 3 Updated Feb 5, 2024

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

Python 4,337 627 Updated Jul 23, 2026

RLHF implementation details of OAI's 2019 codebase

Python 198 12 Updated Jan 14, 2024

RL algorithm: Advantage induced policy alignment

Python 66 6 Updated Aug 11, 2023

【TMM 2025🔥】 Mixture-of-Experts for Large Vision-Language Models

Python 2,322 139 Updated Jul 15, 2025

Fine-tune LLM agents with online reinforcement learning

Python 1,253 65 Updated Mar 19, 2024

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Jupyter Notebook 8,635 1,507 Updated Jun 20, 2026

LLM (Large Language Model) FineTuning

Jupyter Notebook 576 139 Updated Apr 1, 2025

PyTorch Implementation of "V* : Guided Visual Search as a Core Mechanism in Multimodal LLMs"

Python 707 44 Updated Jan 7, 2024

Machine Learning Engineering Open Book

Python 18,475 1,182 Updated Jul 21, 2026

Aligning pretrained language models with instruction data generated by themselves.

Python 4,607 522 Updated Mar 27, 2023

A generalized information-seeking agent system with Large Language Models (LLMs).

Python 1,203 112 Updated Jun 19, 2024

Data and code for the Corr2Cause paper (ICLR 2024)

Python 115 19 Updated Apr 19, 2024
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