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@@ -40,7 +40,7 @@ MODEL=accounts/fireworks/models/firefunction-v1
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  Although the model was trained on a variety of tasks, it performs best on:
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  * single-turn request routing to a function picked from a pool of up to 20 function specs.
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  * structured information extraction.
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-
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  ### Out-of-Scope Use
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  The model was not optimized for the following use cases:
@@ -49,7 +49,7 @@ The model was not optimized for the following use cases:
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  ## Example Usage
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- See documentation for
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
 
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  Although the model was trained on a variety of tasks, it performs best on:
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  * single-turn request routing to a function picked from a pool of up to 20 function specs.
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  * structured information extraction.
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+ See [blog post](https://fireworks.ai/blog) for more info on FireFunction.
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  ### Out-of-Scope Use
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  The model was not optimized for the following use cases:
 
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  ## Example Usage
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+ See [documentation](https://readme.fireworks.ai/docs/function-calling) for more detail.
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer