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@@ -113,8 +113,8 @@ def rag_format_func(reference, query):
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  ## Usage:
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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- model = AutoModelForCausalLM.from_pretrained("jlonge4/reasoning-model")
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- tokenizer = AutoTokenizer.from_pretrained("jlonge4/reasoning-model")
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  ```
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  ### Toxicity Detection Example:
 
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  ## Usage:
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  ```python
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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+ model = AutoModelForCausalLM.from_pretrained("grounded-ai/phi4-r1-guard")
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+ tokenizer = AutoTokenizer.from_pretrained("grounded-ai/phi4-r1-guard")
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  ```
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  ### Toxicity Detection Example: