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A hacker's guide to open source LLMs - posit::conf(2023)
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Presented by Jeremy Howard
As we move further into the intricacies, Jeremy unpacks advanced strategies for model testing and optimization, utilizing tools like GPTQ and Hugging Face Transformers. He also explores the potential of specialized datasets like Orca and Platypus for fine-tuning and discusses cutting-edge trends in Retrieval Augmented Generation and information retrieval. Whether you're new to the field or an established professional, this presentation offers a wealth of insights to help you navigate the ever-evolving world of language models.
(The above summary was, of course, created by an LLM!)
Presented at Posit Conference, between Sept 19-20 2023,
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Talk Track: Notebooks+LLMs may just be the future of coding.
Session Code: KEY-1107
As we move further into the intricacies, Jeremy unpacks advanced strategies for model testing and optimization, utilizing tools like GPTQ and Hugging Face Transformers. He also explores the potential of specialized datasets like Orca and Platypus for fine-tuning and discusses cutting-edge trends in Retrieval Augmented Generation and information retrieval. Whether you're new to the field or an established professional, this presentation offers a wealth of insights to help you navigate the ever-evolving world of language models.
(The above summary was, of course, created by an LLM!)
Presented at Posit Conference, between Sept 19-20 2023,
--------------------------
Talk Track: Notebooks+LLMs may just be the future of coding.
Session Code: KEY-1107
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