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rearrange the categories
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mcharytoniuk committed Jul 5, 2024
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2 changes: 1 addition & 1 deletion src/README.md
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This handbook is a practical and advanced guide to LLMOps. It provides a solid understanding of large language models' general concepts, deployment techniques, and software engineering practices. With this knowledge, you will be prepared to maintain the entire stack confidently.

It will teach you how to use Large Language Models and self-host Open Source models and build applications around them. It goes beyond just [Retrieval Augmented Generation](/retrieval-augmented-generation) and [Fine Tuning](/fine-tuning).
It will teach you how to use Large Language Models and self-host Open Source models and build applications around them. It goes beyond just [Retrieval Augmented Generation](/customization/retrieval-augmented-generation) and [Fine Tuning](/customization/fine-tuning).

It assumes you are interested in self-hosting open source [Large Language Models](/general-concepts/large-language-model). If you only want to use them through HTTP APIs, you can jump straight to the [application layer](/application-layer) best practices.

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13 changes: 7 additions & 6 deletions src/SUMMARY.md
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- [Model Parameters]()
- [Supervisor]()
- [Vector Database]()
- [Deployments]()
- [Infrastructure]()
- [llama.cpp](./deployments/llama.cpp/README.md)
- [Production Deployment]()
- [AWS]()
- [Kubernetes]()
- [Ollama](./deployments/ollama/README.md)
- [Paddler](./deployments/paddler/README.md)
- [Fine-tuning](./fine-tuning/README.md)
- [Retrieval Augmented Generation](./retrieval-augmented-generation/README.md)
- [Customization]()
- [Fine-tuning](./customization/fine-tuning/README.md)
- [Retrieval Augmented Generation](./customization/retrieval-augmented-generation/README.md)
- [Predictability]()
- [Consistent Outputs]()
- [Hallucinations]()
- [Application Layer](./application-layer/README.md)
- [Architecture]()
- [Long-Running]()
- [Serverless]()
- [Predictability]()
- [Consistent Outputs]()
- [Hallucinations]()
- [Optimization]()
- [Asynchronous Programming]()
- [Input/Ouput Bottlenecks]()
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# Fine-tuning
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