Inspect, An OSS framework for LLM evals
This talk will cover using and extending Inspect, a new OSS Python…
Educational Resources
Educational resources on LLMs
Hear from practitioners on a wide range of topics on LLMs, including RAG, evaluation, applications, fine-tuning and prompt engineering.
Evals
Measuring the performance of LLM products
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RAG
Retrieval Augmented Generation
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Building Applications
Examples and best practices of building applications with LLMs
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Prompt Engineering
Effective prompt engineering techniques for LLMs
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Fine-Tuning
1. Should you fine-tune?
You shouldn’t always fine-tune. Learn when to fine-tune and when not to.
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2. How to fine-tune
Learn various tools and techniques for fine-tuning LLMs.
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3. Deploying fine-tuned models
4. Advanced topics in fine-tuning
Advanced topics in fine-tuning LLMs.
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