Questo sito utilizza cookie tecnici, analytics e di terze parti.
Proseguendo nella navigazione accetti l’utilizzo dei cookie.

Creating your own LLM from opensource models
Evento:
Web Day 2024
Lingua:
Italiano

Tag

  • Artificial Intelligence
  • LLM

Speaker

Creating your own LLM from opensource models

From a "simple" finetuning to your own Mixture of Expert model using opensource models.
Nowadays training from scratch an LLM is a so huge effort also for very big company. Starting from pre-trained models to create your own model is no more a way for resourceless companies, but a often a must starting point.

  • Lora
  • Quantization and QLora
  • Injecting embeddinds model into Lora to manage multiple Lora adapters.
  • Mixing models
  • Creating your MoE (Mixture of experts) model using several finetuned (Your own) models