Update app.py
Browse files
app.py
CHANGED
@@ -66,31 +66,29 @@ if __name__ == "__main__":
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demo.launch()
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import os
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api_token = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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from transformers import AutoModelForCausalLM, AutoTokenizer
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from peft import PeftModel
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import torch
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# Load
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api_token = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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if api_token
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raise ValueError("
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# Define model names
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base_model_name = "unsloth/qwen2.5-math-7b-bnb-4bit"
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peft_model_name = "Hrushi02/Root_Math"
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# Load base model
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base_model = AutoModelForCausalLM.from_pretrained(
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base_model_name,
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torch_dtype=torch.float16,
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device_map="auto",
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token=api_token
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)
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# Load
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model = PeftModel.from_pretrained(base_model, peft_model_name, token=api_token)
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# Load tokenizer
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@@ -98,3 +96,4 @@ tokenizer = AutoTokenizer.from_pretrained(base_model_name, token=api_token)
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demo.launch()
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import os
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from transformers import AutoModelForCausalLM, AutoTokenizer
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from peft import PeftModel
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import torch
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# Load Hugging Face API token securely
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api_token = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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if not api_token:
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raise ValueError("❌ ERROR: Hugging Face API token is not set. Please set it as an environment variable.")
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# Define model names
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base_model_name = "unsloth/qwen2.5-math-7b-bnb-4bit"
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peft_model_name = "Hrushi02/Root_Math"
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# Load base model with authentication
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base_model = AutoModelForCausalLM.from_pretrained(
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base_model_name,
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torch_dtype=torch.float16,
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device_map="auto",
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token=api_token # ✅ Pass token here
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)
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# Load fine-tuned model
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model = PeftModel.from_pretrained(base_model, peft_model_name, token=api_token)
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# Load tokenizer
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