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Model loading, evaluation and LoRA setup
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Classroom Contents
Training and Serving Custom Multi-modal Models - IDEFICS 2 and LLaVA Llama 3
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- 1 Fine-tuning and server setup for multi-modal models
- 2 Prerequisites pre-watching
- 3 IDEFICS 2 Model Overview
- 4 Model loading, evaluation and LoRA setup
- 5 Evaluating OCR performance
- 6 Evaluating multiple image inputs
- 7 Training / Fine-tuning
- 8 LLaVA Llama 3 Model Review
- 9 Multi-modal inference endpoint
- 10 VRAM Requirements for multi-modal models
- 11 IDEFICS 2 - my recommended model to build on
