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This is an introductory course for understanding the concept and application methods of Vision-Language Models (VLM), and practicing running the LLaVA model in an Ollama-based environment while integrating it with MCP (Model Context Protocol).

This course covers the principles of multimodal models, quantization, service development, and integrated demo development, providing a balanced mix of theory and hands-on practice.

dreamingbumblebee

[VLM101] Building a Multimodal Chatbot with Fine-tuning (feat.MCP / RunPod)

실습 중심

입문

초급

중급이상

비전 트랜스포머

Vision Transformer

transformer

메타 대규모 언어 모델

Llama

Model Context Protocol

Orientation

Understanding Vision Language Model (VLM)

VLM Finetuning & Quantization Lab

Understanding Model Context Protocol (MCP) and PoC Demo Development

Chat Demo Implementation Practice (Hands On)