extensions/multimodal/pipelines/llava/README.md

LLaVA pipeline

This module provides 2 pipelines:

• llava-7b - for use with LLaVA v0 7B model (finetuned LLaMa 7B)
• llava-13b - for use with LLaVA v0 13B model (finetuned LLaMa 13B)

LLaVA uses CLIP openai/clip-vit-large-patch14 as the vision model, and then a single linear layer. For 13B the projector weights are in liuhaotian/LLaVA-13b-delta-v0, and for 7B they are in liuhaotian/LLaVA-7b-delta-v0.

The supported parameter combinations for both the vision model, and the projector are: CUDA/32bit, CUDA/16bit, CPU/32bit