IDEFICS 2 API Endpoint, vLLM vs TGI, and General Fine-tuning Tips

IDEFICS 2 API Endpoint, vLLM vs TGI, and General Fine-tuning Tips

Trelis Research via YouTube Direct link

Introduction

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1 of 10

Introduction

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IDEFICS 2 API Endpoint, vLLM vs TGI, and General Fine-tuning Tips

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

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