instruction-tuning

15 projets partagent ce topic GitHub

Les traits relient les membres réellement apparentés entre eux. La taille des points suit les étoiles.

🧬 Membres

Awesome-Multimodal-Large-Language-Models

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

★ 18k

LLMSurvey

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

★ 12.2k

self-instruct

Aligning pretrained language models with instruction data generated by themselves.

★ 4.6k

GPT-4-LLM

Instruction Tuning with GPT-4

★ 4.3k

NExT-GPT

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

★ 3.6k

curator

Synthetic data curation for post-training and structured data extraction

★ 1.7k

Awesome-MCoT

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

★ 1k

DoRA

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

★ 986

GraphGPT

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

★ 835

deita

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

★ 599

xmtf

Crosslingual Generalization through Multitask Finetuning

★ 535

UrbanGPT

[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"

★ 459

lmms-finetune

A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave,…

★ 373

Awesome-Multimodal-LLM

Research Trends in LLM-guided Multimodal Learning.

★ 356

data_management_LLM

Collection of training data management explorations for large language models

★ 342

Mesuré à partir des topics GitHub communs aux deux projets, pondérés par leur rareté.