vLLM

Table of Contents Setting Up LLaVA/BakLLaVA with vLLM: Backend and API Integration Why vLLM for Multimodal Inference The Challenges of Serving Image + Text Prompts at Scale Why Vanilla Approaches Fall Short How vLLM Solves Real-World Production Workloads Configuring Your…

Table of Contents The Rise of Multimodal LLMs and Efficient Serving with vLLM Introduction to Multimodal LLMs What Are Multimodal LLMs? Milestones in Multimodal LLM Evolution Flamingo (DeepMind, 2022) GPT-4V (OpenAI, 2023) LLaVA (Large Language and Vision Assistant, 2023) BakLLaVA…