EAGLE
Multimodal model builder
Develops high-resolution multimodal LLMs by combining vision encoders and various input resolutions
EAGLE: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
549 stars
31 watching
45 forks
Language: Python
last commit: 4 months ago demoeaglegpt4huggingfacelarge-language-modelsllamallama3llavallmlmmlvlmmllmnvdia
Related projects:
| Repository | Description | Stars |
|---|---|---|
 ailab-cvc/seed | An implementation of a multimodal language model with capabilities for comprehension and generation | 585 |
| nvlabs/prismer | A deep learning framework for training multi-modal models with vision and language capabilities. | 1,299 |
 llava-vl/llava-interactive-demo | An all-in-one demo for interactive image processing and generation | 353 |
 baaivision/eve | A PyTorch implementation of an encoder-free vision-language model that can be fine-tuned for various tasks and modalities | 246 |
 runpeidong/dreamllm | A framework to build versatile Multimodal Large Language Models with synergistic comprehension and creation capabilities | 402 |
 lyuchenyang/macaw-llm | A multi-modal language model that integrates image, video, audio, and text data to improve language understanding and generation | 1,568 |
| nvlabs/edm | This project provides a set of tools and techniques to design and improve diffusion-based generative models. | 1,447 |
 luogen1996/lavin | An open-source implementation of a vision-language instructed large language model | 513 |
 multimodal-art-projection/omnibench | Evaluates and benchmarks multimodal language models' ability to process visual, acoustic, and textual inputs simultaneously. | 15 |
 opengvlab/multi-modality-arena | An evaluation platform for comparing multi-modality models on visual question-answering tasks | 478 |
 mlpc-ucsd/bliva | A multimodal LLM designed to handle text-rich visual questions | 270 |
 bytedance/lynx-llm | A framework for training GPT4-style language models with multimodal inputs using large datasets and pre-trained models | 231 |
 open-mmlab/multimodal-gpt | Trains a multimodal chatbot that combines visual and language instructions to generate responses | 1,478 |
 yfzhang114/slime | Develops large multimodal models for high-resolution understanding and analysis of text, images, and other data types. | 143 |
 neulab/pangea | An open-source multilingual large language model designed to understand and generate content across diverse languages and cultural contexts | 92 |