Creating your own LLM from opensource models

Sebastiano Galazzo (Synapsia AI)
Lingua: Inglese
Orario: 14:30  -  15:15

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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