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instruction-tuning

Here are 134 public repositories matching this topic...

LLaMA-Factory

hiyouga / LLaMA-Factory

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

Updated Nov 14, 2024
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

Updated Aug 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

Updated Nov 10, 2024

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

Updated Aug 20, 2024
Python

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

Instruction Tuning with GPT-4

llama alpaca gpt-4 chatgpt instruction-tuning

Updated Jun 11, 2023
HTML

yizhongw / self-instruct

Aligning pretrained language models with instruction data generated by themselves.

language-model general-purpose-model instruction-tuning

Updated Mar 27, 2023
Python

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.

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

Updated Mar 5, 2024
Python

NExT-GPT / NExT-GPT

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

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

Updated Nov 3, 2024
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

Updated Sep 25, 2024
Python

modelscope / data-juicer

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

Updated Nov 13, 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

Updated Nov 10, 2024

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

Updated Dec 12, 2023
Jupyter Notebook

InternLM / InternLM-XComposer

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

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

Updated Oct 10, 2024
Python

X-PLUG / mPLUG-Owl

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

Updated Oct 15, 2024
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

Updated Oct 30, 2024
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

Updated Sep 23, 2024
Python

zjunlp / KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

Updated Jun 26, 2024
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

Updated Jan 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

Updated Aug 2, 2024
Python

NVlabs / DoRA

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

deep-neural-networks deep-learning lora commonsense-reasoning vision-and-language large-language-models parameter-efficient-tuning instruction-tuning large-vision-language-models parameter-efficient-fine-tuning

Updated Oct 1, 2024
Python

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