instruction-tuning

There are 111 repositories under instruction-tuning topic.

  • LLaMA-Factory

    hiyouga/LLaMA-Factory

    Unify Efficient Fine-Tuning of 100+ LLMs

    Language:Python24k1643.8k3k

  • haotian-liu/LLaVA

    [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

    Language:Python17.4k1561.3k1.9k

  • BradyFU/Awesome-Multimodal-Large-Language-Models

    :sparkles::sparkles:Latest Advances on Multimodal Large Language Models

    9.9k23298651

  • RUCAIBox/LLMSurvey

    The official GitHub page for the survey paper "A Survey of Large Language Models".

    Language:Python9.3k13957721

  • Instruction-Tuning-with-GPT-4/GPT-4-LLM

    Instruction Tuning with GPT-4

    Language:HTML4k4633296

  • yizhongw/self-instruct

    Aligning pretrained language models with instruction data generated by themselves.

    Language:Python3.9k5918458
  • Otter

    Luodian/Otter

    🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

    Language:Python3.5k100159240

  • NExT-GPT/NExT-GPT

    Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model

    Language:Python3k6086306

  • PKU-YuanGroup/Video-LLaVA

    Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

    Language:Python2.6k27155190

  • PhoebusSi/Alpaca-CoT

    We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

    Language:Jupyter Notebook2.5k3797235

  • DSXiangLi/DecryptPrompt

    总结Prompt&LLM论文，开源数据&模型，AIGC应用

    2.3k512219

  • X-PLUG/mPLUG-Owl

    mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model

    Language:Python2k26204155

  • InternLM/InternLM-XComposer

    InternLM-XComposer2 is a groundbreaking vision-language large model (VLLM) excelling in free-form text-image composition and comprehension.

    Language:Python1.8k35279121

  • modelscope/data-juicer

    A one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大语言模型提供更高质量、更丰富、更易”消化“的数据！

    Language:Python1.6k13135104

  • zjunlp/KnowLM

    An Open-sourced Knowledgable Large Language Model Framework.

    Language:Python1.1k10115115

  • OpenGVLab/InternVideo

    Video Foundation Models & Data for Multimodal Understanding

    Language:Python1k2812170

  • yaodongC/awesome-instruction-dataset

    A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)

    1k16856
  • DataDreamer

    datadreamer-dev/DataDreamer

    DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

    Language:Python70382038

  • bigscience-workshop/xmtf

    Crosslingual Generalization through Multitask Finetuning

    Language:Jupyter Notebook50252237

  • FudanDISC/DISC-FinLLM

    DISC-FinLLM，中文金融大语言模型（LLM），旨在为用户提供金融场景下专业、智能、全面的金融咨询服务。DISC-FinLLM, a Chinese financial large language model (LLM) designed to provide users with professional, intelligent, and comprehensive financial consulting services in financial scenarios.

    Language:Python46542757

  • HKUDS/GraphGPT

    [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

    Language:Python44947035

  • salesforce/DialogStudio

    DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

    Language:Python44412430

  • ContextualAI/gritlm

    Generative Representational Instruction Tuning

    Language:Jupyter Notebook44283230

  • RenzeLou/awesome-instruction-learning

    Papers and Datasets on Instruction Tuning and Following. ✨✨✨

    Language:Python4187021

  • hkust-nlp/deita

    Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]

    Language:Python38552225

  • HugAILab/HugNLP

    CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊

    Language:Python37071145

  • mindspore-courses/step_into_llm

    MindSpore online courses: Step into LLM

    Language:Python35492079

  • HenryHZY/Awesome-Multimodal-LLM

    Research Trends in LLM-guided Multimodal Learning.

    33516416

  • ictnlp/BayLing

    “百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型，具有优越的英语/中文能力，在多语言和通用任务等多项测试中取得ChatGPT 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Chinese generation, instruction following and multi-turn interaction.

    Language:Python27881217

  • NVlabs/DoRA

    [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

    Language:Python26110915

  • zhilizju/Awesome-instruction-tuning

    A curated list of awesome instruction tuning datasets, models, papers and repositories.

    Language:Python260208

  • WangRongsheng/Aurora

    🐳 Aurora is a [Chinese Version] MoE model. Aurora is a further work based on Mixtral-8x7B, which activates the chat capability of the model's Chinese open domain.

    Language:Python25581721

  • princeton-nlp/LESS

    ICML 2024: Less: Selecting Influential Data for Targeted Instruction Tuning

    Language:Jupyter Notebook25441816

  • SALT-NLP/LLaVAR

    Code/Data for the paper: "LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding"

    Language:Python24352112

  • mlpc-ucsd/BLIVA

    (AAAI 2024) BLIVA: A Simple Multimodal LLM for Better Handling of Text-rich Visual Questions

    Language:Python234121821

  • raunak-agarwal/instruction-datasets

    All available datasets for Instruction Tuning of Large Language Models

    2217011