yokesh-da commited on
Commit
3dde812
1 Parent(s): 2e8b356

Add application file and dependencies

Browse files
Files changed (2) hide show
  1. app.py +15 -0
  2. requirements.txt +3 -1
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ model_name = "Qwen/Qwen2.5-Coder-32B"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ def generate_response(input_text):
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+ inputs = tokenizer(input_text, return_tensors="pt")
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+ outputs = model.generate(**inputs)
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+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return response
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+
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+ demo = gr.Interface(fn=generate_response, inputs="text", outputs="text")
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+ demo.launch()
requirements.txt CHANGED
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- huggingface_hub==0.25.2
 
 
 
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+ transformers
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+ torch
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+ gradio