Weaviate Podcast
Instructor with Jason Liu - Weaviate Podcast #88!
Feb 14, 2024
Jason Liu, creator of Instructor, a leading LLM framework, discusses the benefits of structured output parsing with language models and the future of function calling. The podcast also explores selecting tools, organizing prompts, using Go library for reranking, and the capabilities of modal API for serverless GPU compute. The importance of fine-tuning embedding models for improved performance is emphasized.
55:30
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Quick takeaways
- Instructor simplifies code and improves the IDE experience by providing type hints and accurate data structures.
- Fine-tuning embedding models on specific company data boosts performance and delivers personalized results.
Deep dives
The Power of Instructor: Simplifying Code and Providing Type Hints
Instructor is a library that aims to simplify code by providing type hints and improving the IDE experience. It allows developers to communicate with language models effectively and describe data structures more accurately. The goal of Instructor is to make programming with language models easier and more efficient, enabling better productivity and code quality.
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