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@@ -16,7 +16,8 @@ Otherwise, refer to the code in [router-plugin](https://github.com/codelion/opti
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  # Usage
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- To use the model directly you will need to use our `OptILMClassifier` class as we added additional layers to the base model. Also, note
 
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  the mapping of the returned index to the `APPROACHES` list as shown below.
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  ```python
 
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  # Usage
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+ To use the model directly you will need to use our `OptILMClassifier` class as we added additional layers to the base model. The additional
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+ `effort_encoder` is used to take into account the number of tokens a given approach consumes. Also, note
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  the mapping of the returned index to the `APPROACHES` list as shown below.
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  ```python