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@@ -56,11 +56,11 @@ The model was compared to Llama-3.2-3B-Instruct and Mistral7B-Instruct-v0.2 and
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  ## Usage and Intended Use
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  To use this model, simply use the following code:
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- \python
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  # Load model directly
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  from transformers import AutoModel
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  model = AutoModel.from_pretrained("bnolton/AP_Stat_Inference_Helper", dtype="auto")
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- \python
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  The intended use of this model is geared at AP Statistics students wanting to ensure they understanding the topic of inference.
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  ## Usage and Intended Use
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  To use this model, simply use the following code:
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+ ```
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  # Load model directly
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  from transformers import AutoModel
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  model = AutoModel.from_pretrained("bnolton/AP_Stat_Inference_Helper", dtype="auto")
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+ ```
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  The intended use of this model is geared at AP Statistics students wanting to ensure they understanding the topic of inference.
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