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instruction-tuning

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LLaMA-Factory

hiyouga /LLaMA-Factory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

nlp agent ai transformers moe llama gpt lora quantization gemma fine-tuning peft large-language-models llm rlhf instruction-tuning qlora qwen deepseek llama3

UpdatedDec 16, 2025
Python

haotian-liu /LLaVA

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

chatbot llama multimodal multi-modality gpt-4 foundation-models visual-language-learning chatgpt instruction-tuning vision-language-model llava llama2 llama-2

UpdatedAug 12, 2024
Python

BradyFU /Awesome-Multimodal-Large-Language-Models

✨✨Latest Advances on Multimodal Large Language Models

multi-modality instruction-following in-context-learning large-language-models chain-of-thought instruction-tuning visual-instruction-tuning large-vision-language-model multimodal-instruction-tuning large-vision-language-models multimodal-large-language-models multimodal-in-context-learning multimodal-chain-of-thought

UpdatedDec 12, 2025

RUCAIBox /LLMSurvey

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

natural-language-processing pre-training pre-trained-language-models in-context-learning large-language-models llm llms chain-of-thought chatgpt rlhf instruction-tuning

UpdatedMar 11, 2025
Python

datajuicer /data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

data-science data data-visualization data-analysis data-processing multi-modal data-pipeline synthetic-data pre-training foundation-models large-language-models llm llms instruction-tuning

UpdatedDec 17, 2025
Python

yizhongw /self-instruct

Aligning pretrained language models with instruction data generated by themselves.

language-model general-purpose-model instruction-tuning

UpdatedMar 27, 2023
Python

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

Instruction Tuning with GPT-4

llama alpaca gpt-4 chatgpt instruction-tuning

UpdatedJun 11, 2023
HTML

NExT-GPT /NExT-GPT

Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model

multimodal gpt-4 foundation-models visual-language-learning large-language-models llm chatgpt instruction-tuning mllm multi-modal-chatgpt

UpdatedMay 13, 2025
Python

PKU-YuanGroup /Video-LLaVA

【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

multi-modal instruction-tuning large-vision-language-model

UpdatedDec 3, 2024
Python

DSXiangLi /DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

prompt papers demonstration zero-shot-learning few-shot-learning prompt-tuning in-context-learning aigc llm prompt-engineering chain-of-thought chatgpt instruction-tuning llm-agent

UpdatedDec 14, 2025

Otter

EvolvingLMMs-Lab /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.

machine-learning deep-learning multi-modality artificial-inteligence embodied-ai gpt-4 foundation-models large-scale-models visual-language-learning chatgpt instruction-tuning

UpdatedMar 5, 2024
Python

InternLM /InternLM-XComposer

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

foundation gpt language-model multimodal multi-modality vision-transformer gpt-4 visual-language-learning llm chatgpt instruction-tuning large-language-model supervised-finetuning mllm vision-language-model large-vision-language-model

UpdatedMay 26, 2025
Python

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！

tabular-data pytorch llama lora moss alpaca cot tabul tabular-model p-tuning llm parameter-efficient chatgpt instruction-tuning chatglm

UpdatedDec 12, 2023
Jupyter Notebook

X-PLUG /mPLUG-Owl

mPLUG-Owl: The Powerful Multi-modal Large Language Model Family

video chatbot dialogue pytorch transformer llama gpt alpaca visual-recognition multimodal huggingface pretraining gpt4 large-language-models chatgpt instruction-tuning gpt4-api mplug damo mplug-owl

UpdatedApr 2, 2025
Python

OpenGVLab /InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning

UpdatedDec 15, 2025
Python

cambrian-mllm /cambrian

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

computer-vision chatbot representation-learning clip dino large-language-models llms instruction-tuning mllm multimodal-large-language-models

UpdatedNov 7, 2025
Python

curator

bespokelabsai /curator

Synthetic data curation for post-training and structured data extraction

python machine-learning natural-language-processing deep-learning prompt agents synthetic-data fine-tuning synthetic-dataset-generation llm instruction-tuning

UpdatedJul 29, 2025
Python

zjunlp /KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

deep-learning models instructions english chinese llama lora language-model reasoning bilingual pre-training pre-trained-model pre-trained-language-models gpt-3 deepspeed instruction-following large-language-models instruction-tuning knowlm instructie

UpdatedJan 11, 2025
Python

yaodongC /awesome-instruction-dataset

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

llama datasets language-model gpt-3 instruction-following gpt-4 awsome-lists instruction-tuning

UpdatedJan 4, 2024

DataDreamer

datadreamer-dev /DataDreamer

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

python nlp machine-learning natural-language-processing deep-learning transformers pytorch openai alignment gpt nlp-library synthetic-data fine-tuning synthetic-dataset-generation llm llms llmops instruction-tuning

UpdatedFeb 2, 2025
Python

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