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Update FAQ example to include async
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docs/FAQ.md

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@@ -162,32 +162,39 @@ Example:
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```python
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import synalinks
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class ThinkingWithAnswer(synalinks.DataModel):
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thinking: str
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answer: str
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language_model = synalinks.LanguageModel("ollama_chat/deepseek-r1")
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program = synalinks.Sequential(
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[
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synalinks.Generator(
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data_model=ThinkingWithAnswer,
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language_model=language_model,
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),
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synalinks.Generator(
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data_model=ThinkingWithAnswer,
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language_model=language_model,
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),
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]
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)
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program.modules[0].trainable = False # Freeze the first generator
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assert program.modules[0].trainable_variables == []
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program.compile(...)
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program.fit(...) # Train only the second generator
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import asyncio
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async def main():
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class ThinkingWithAnswer(synalinks.DataModel):
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thinking: str
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answer: str
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language_model = synalinks.LanguageModel(
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"ollama_chat/deepseek-r1",
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)
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program = synalinks.Sequential(
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[
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synalinks.Generator(
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data_model=ThinkingWithAnswer,
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language_model=language_model,
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),
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synalinks.Generator(
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data_model=ThinkingWithAnswer,
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language_model=language_model,
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),
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]
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)
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program.modules[0].trainable = False # Freeze the first generator
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assert program.modules[0].trainable_variables == []
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program.compile(...)
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history = await program.fit(...) # Train only the second generator
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if __main__ == "__name__":
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asyncio.run(main())
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```
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In essence, "inference mode vs training mode" and "module variable trainability" are two very different concepts.

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