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Update README.md

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@@ -30,7 +30,7 @@ Falcon-1B-Mental-Health-Advisor is a fine-tuned version of the tiiuae/falcon-rw-
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  # Important Note
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  Mental Health is a sensitive topic. Preferably, use the code snippet provided below in order to get optimal results.
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- # Falcon-1B Fine-Tuned for Mental Health (LoRA)
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  This is a LoRA adapter for the Falcon-RW-1B model. It was fine-tuned on the 'marmikpandya/mental-health' dataset.
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@@ -52,7 +52,7 @@ import re
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  import language_tool_python
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  base_model = "tiiuae/falcon-rw-1b"
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- peft_model = "ShivomH/Falcon-1B-Finetuned-Mental-Health"
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  # Load the base model (without LoRA weights initially)
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  model = AutoModelForCausalLM.from_pretrained(
 
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  # Important Note
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  Mental Health is a sensitive topic. Preferably, use the code snippet provided below in order to get optimal results.
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+ # Falcon-RW-1B Fine-Tuned for Mental Health (LoRA)
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  This is a LoRA adapter for the Falcon-RW-1B model. It was fine-tuned on the 'marmikpandya/mental-health' dataset.
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  import language_tool_python
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  base_model = "tiiuae/falcon-rw-1b"
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+ peft_model = "ShivomH/Falcon-1B-Mental-Health-v1"
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  # Load the base model (without LoRA weights initially)
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  model = AutoModelForCausalLM.from_pretrained(