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Update LLM documents and websites #12214

@mergennachin

Description

@mergennachin

Current status quo:

ET Website:
https://docs.pytorch.org/executorch/stable/llm/llama.html
https://docs.pytorch.org/executorch/stable/llm/llama-demo-android.html
https://docs.pytorch.org/executorch/stable/llm/llama-demo-ios.html
https://docs.pytorch.org/executorch/stable/llm/build-run-llama3-qualcomm-ai-engine-direct-backend.html
https://docs.pytorch.org/executorch/stable/llm/getting-started.html

ET Readmes:
LLama
Qwen
Phi-4
Llava

Proposal:

AOT flow:

  • Documentation about export_llm
  • For each models, how it is used in examples page.

Runtime flow:

  • How to use C++, Swift and Java APIs in extensions/llm
  • Building examples app, not only Llama but also other models like Qwen3, Phi4-mini.

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