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Transformer architectures and building models from scratch
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Classroom Contents
IDEFICS 2 API Endpoint, vLLM vs TGI, and General Fine-tuning Tips
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- 1 Introduction
- 2 Latest video on representation fine-tuning and fine-tuning with Lora
- 3 Deploying IDEFICS multimodal model on TGI for inference
- 4 Answering questions from the chat
- 5 Transformer architectures and building models from scratch
- 6 Quantized model versions and inference
- 7 Lora vs QLoRA for fine-tuning
- 8 ORPO preference fine-tuning + supervised fine-tuning
- 9 Training models from scratch and datasets
- 10 Wrap-up and upcoming videos
