πŸ“‹ Model Description


inference: false tags:
  • llamafile
  • GGUF
license: llama2

Software Last Updated: 2025-03-31

Llamafile Version: 0.9.2

LLaVA Model Card

Model details

Model type:
LLaVA is an open-source chatbot trained by fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data.
It is an auto-regressive language model, based on the transformer architecture.

Model date:
LLaVA-v1.5-7B was trained in September 2023.

Paper or resources for more information:
https://llava-vl.github.io/

License

Llama 2 is licensed under the LLAMA 2 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.

Where to send questions or comments about the model:
https://github.com/haotian-liu/LLaVA/issues

Intended use

Primary intended uses: The primary use of LLaVA is research on large multimodal models and chatbots.

Primary intended users:
The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.

Training dataset

  • 558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP.
  • 158K GPT-generated multimodal instruction-following data.
  • 450K academic-task-oriented VQA data mixture.
  • 40K ShareGPT data.

Evaluation dataset

A collection of 12 benchmarks, including 5 academic VQA benchmarks and 7 recent benchmarks specifically proposed for instruction-following LMMs.

πŸ“‚ GGUF File List

πŸ“ Filename πŸ“¦ Size ⚑ Download
llava-v1.5-7b-Q4_K.gguf
LFS Q4
3.8 GB Download
llava-v1.5-7b-Q8_0.gguf
LFS Q8
6.67 GB Download
llava-v1.5-7b-f16.gguf
LFS FP16
12.55 GB Download
llava-v1.5-7b-mmproj-Q4_0.gguf
Recommended LFS Q4
169.2 MB Download
llava-v1.5-7b-mmproj-Q8_0.gguf
LFS Q8
224.8 MB Download
llava-v1.5-7b-mmproj-f16.gguf
LFS FP16
595.51 MB Download