Introduction to the world of LLM (Massive Language Fashions) in April 2023. With detailed clarification of GPT-3.5, GPT-4, T5, Flan-T5 to LLama, Alpaca and KOALA LLM, plus dataset sources and configurations.
Together with ICL (in-context studying), adapter fine-tuning, PEFT LoRA and classical fine-tuning of LLM defined. When to decide on what kind of information set for what LLM job?
Addendum: Lovely, new open-source “DOLLY 2.0” LLM was not revealed at time of recording, subsequently a particular hyperlink to my video explaining DOLLY 2:
https://youtu.be/kZazs6V3314
A complete LLM /AI ecosystem is important for the creation and implementation of refined AI functions. It facilitates the environment friendly processing of large-scale knowledge, the event of advanced machine studying fashions, and the deployment of clever programs able to performing advanced duties.
As the sector of AI continues to evolve and broaden, the significance of a well-integrated and cohesive AI ecosystem can’t be overstated.
A whole overview of at the moment’s LLM and how one can prepare them to your wants.
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