LLMs for Everyone - Meryem Arik

DataTalks.Club

English - July 28, 2023 17:00 - 55 minutes - 63.5 MB - ★★★★★ - 7 ratings
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Previous Episode: Investing in Open-Source Data Tools - Bela Wiertz

Next Episode: The Good, the Bad and the Ugly of GPT - Sandra Kublik

We talked about:

Meryam's background
The constant evolution of startups
How Meryam became interested in LLMs
What is an LLM (generative vs non-generative models)?
Why LLMs are important
Open source models vs API models
What TitanML does
How fine-tuning a model helps in LLM use cases
Fine-tuning generative models
How generative models change the landscape of human work
How to adjust models over time
Vector databases and LLMs
How to choose an open source LLM or an API
Measuring input data quality
Meryam's resource recommendations

Links:

Website: https://www.titanml.co/
Beta docs: https://titanml.gitbook.io/iris-documentation/overview/guide-to-titanml...
Using llama2.0 in TitanML Blog: https://medium.com/@TitanML/the-easiest-way-to-fine-tune-and-inference-llama-2-0-8d8900a57d57
Discord: https://discord.gg/83RmHTjZgf
Meryem LinkedIn: https://www.linkedin.com/in/meryemarik/

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