Visual-Instruction-Tuning

Visual Instruction Tuning

A dataset and model designed to scale visual instruction tuning using language-only GPT-4 models.

SVIT: Scaling up Visual Instruction Tuning

GitHub

164 stars
5 watching
4 forks
Language: Python
last commit: over 2 years ago

Related projects:

RepositoryDescriptionStars
pvit-official/pvitA project that extends large language models by integrating an additional region-level vision encoder to improve visual instruction tuning.37
icoz69/stablellavaA tool for generating and evaluating multimodal Large Language Models with visual instruction tuning capabilities93
salt-nlp/llavarAn open-source project that enhances visual instruction tuning for text-rich image understanding by integrating GPT-4 models with multimodal datasets.259
rucaibox/comvintCreating synthetic visual reasoning instructions to improve the performance of large language models on image-related tasks18
openai/lm-human-preferencesTraining methods and tools for fine-tuning language models using human preferences1,240
aidc-ai/parrotA method and toolkit for fine-tuning large language models to perform visual instruction tasks in multiple languages.34
opendatalab/vigcAutonomously generates high-quality image-text instruction fine-tuning datasets91
jshilong/gpt4roiTraining and deploying large language models on computer vision tasks using region-of-interest inputs517
vt-nlp/multiinstructA multimodal benchmark dataset designed to evaluate the performance of vision-language foundation models through instruction tuning.134
ys-zong/vlguardImproves safety and helpfulness of large language models by fine-tuning them using safety-critical tasks47
pevma/septun-mark-iiA tuning guide for optimizing the performance of a network intrusion prevention system114
pevma/septunA guide to tuning Suricata for maximum performance in network intrusion detection systems204
circleradon/ospreyThis project presents a new approach to fine-grained visual understanding using pixel-wise mask regions in language instructions781
microsoft/archaiAutomates the search for optimal neural network configurations in deep learning applications468
liaoning97/revo-lionA comprehensive dataset and evaluation framework for Vision-Language Instruction Tuning models11