#

instruction-tuning

Here are 103 public repositories matching this topic...

LLaMA-Factory

hiyouga / LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

Updated Apr 28, 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 Apr 27, 2024
Python

BradyFU / Awesome-Multimodal-Large-Language-Models

✨✨Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

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 visual-in-context-learning multimodal-in-context-learning visual-chain-of-thought multimodal-chain-of-thought

Updated Apr 26, 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 Jan 10, 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 Jan 22, 2024
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

Updated Dec 12, 2023
Jupyter Notebook

PKU-YuanGroup / Video-LLaVA

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

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

Updated Apr 27, 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 Apr 26, 2024

X-PLUG / mPLUG-Owl

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

Updated Apr 5, 2024
Python

InternLM / InternLM-XComposer

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

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 Apr 28, 2024
Python

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！

Updated Apr 28, 2024
Python

zjunlp / KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

Updated Apr 21, 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

OpenGVLab / InternVideo

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 Apr 26, 2024
Python

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 Apr 25, 2024
Python

bigscience-workshop / xmtf

Crosslingual Generalization through Multitask Finetuning

bloom language-models zero-shot-learning multitask-learning t5 multilingual-nlp large-language-models instruction-tuning bloomz mt0

Updated Aug 21, 2023
Jupyter Notebook

salesforce / DialogStudio

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

open-source dialog dataset question-answering natural-language-generation language-model natural-language-understanding conversational-ai open-domain-dialog instruction-tuning

Updated Apr 26, 2024
Python

Improve this page

Add a description, image, and links to the instruction-tuning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the instruction-tuning topic, visit your repo's landing page and select "manage topics."