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https://github.com/kennethreitz/instructor.git
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Ethan Leifer
23897685f5
Co-authored-by: Jason Liu <jxnl@users.noreply.github.com> Co-authored-by: Jason Liu <jason@jxnl.co>
30 lines
1.2 KiB
Markdown
30 lines
1.2 KiB
Markdown
# Welcome to the Instructor Blog
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The goal of the blog is to capture some content that does not neatly fit within documentation or the cookbooks.
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## Advanced Topics
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1. [What is Query Understanding, how does it go beyond embeddings?](posts/rag-and-beyond.md)
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2. [How can one achieve GPT-4 level summaries using GPT-3.5-turbo?](posts/chain-of-density.md)
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3. [What are the basics of Guardrails and Validation in AI models?](posts/validation-part1.md)
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4. [How does one validate citations in AI-generated content?](posts/citations.md)
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5. [What are the methods and benefits of fine-tuning and distillation in AI models?](posts/distilation-part1.md)
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## Learning Python
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- [How can I effectively cache my functions in Python?](posts/caching.md)
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- [What are the fundamentals of batch processing with async in Python?](posts/learn-async.md)
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- [How can I stream models to improve latency?](posts/generator.md)
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## Integrations
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- [Ollama](./../hub/ollama.md)
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- [llama-cpp-python](./../hub/llama-cpp-python.md)
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- [Anyscale](./../hub/anyscale.md)
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- [Together Compute](./../hub/together.md)
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## Media
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- [Course: Structured Outputs w/ Instructor](https://www.wandb.courses/courses/steering-language-models?x=1)
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- [Keynote: Pydantic is all you need](posts/aisummit-2023.md)
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