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instruction-tuning

Here are 104 public repositories matching this topic...

ParthaPRay / LLM-Learning-Sources

This repo contains a list of channels and sources from where LLMs should be learned

lora fine-tuning huggingface instruction-following prompt-engineering generative-ai instruction-tuning large-language-model retrieval-augmented-generation multi-modal-llms pervasive-generative-ai iot-generative-ai

Updated May 12, 2024

LLaMA-Factory

hiyouga / LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

Updated May 12, 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 May 11, 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 May 11, 2024

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 May 10, 2024

NVlabs / DoRA

[ICML2024] 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 May 9, 2024
Python

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.

chinese gpt lora language-model fine-tuning large-language-models llm instruction-tuning qlora mixtral mixtral-8x7b mixtral-8x7b-instruct

Updated May 9, 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 May 8, 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 May 8, 2024
Python

FuxiaoLiu / MMC

[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning

chart benchmark resource stock dataset arxiv gpt otter multimodal instruction-tuning llava minigpt4 mplug-owl

Updated May 7, 2024
Python

jackfsuia / chats-crawler

Discourse chat data crawling and on-the-way parsing straight for LLM instruction finetuning. Data include texts, images and links ( Discourse论坛对话（图片，文本）数据爬取并解析，以直接用于（多模态）指令微调).

nlp parser crawler gpt nlp-parsing html-css-javascript fine-tuning llm llms instruction-tuning llm-training finetune-llm

Updated May 6, 2024
TypeScript

ContextualAI / gritlm

Generative Representational Instruction Tuning

information-retrieval retrieval embeddings embedding-models embedding text-embedding sgpt grit sbert llm llms instruction-tuning mteb

Updated May 4, 2024
Jupyter Notebook

Danitilahun / LLM_Projects

This repository has a lot of LLM projects done. It is the best place to start learning LLM.

transformer gemini llama gpt fine-tuning gpt-3 large-language-models llm langchain instruction-tuning vllm retrieval-augmented-generation

Updated May 3, 2024
Python

sileod / tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

Updated May 3, 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 May 2, 2024
Python

daniel-furman / sft-demos

Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.

nlp deep-learning chatbot transformers text-generation llama instruction-tuning

Updated Apr 30, 2024
Jupyter Notebook

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 29, 2024
Python

PKU-YuanGroup / Video-LLaVA

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

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

Updated May 11, 2024
Python

devashish-gupta / Instruct-Nav

A multimodal model for language-guided socially compliant robot navigation.

robotics navigation vlm vision-and-language omniverse instruction-tuning

Updated Apr 27, 2024
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

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