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f78ddde
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ea69eac
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Browse files- app.py +34 -0
- requirements.txt +3 -0
app.py
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import gradio as gr
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from transformers import T5Tokenizer, T5ForConditionalGeneration
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import torch
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# Load your model from Hugging Face
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tokenizer = T5Tokenizer.from_pretrained("https://huggingface.co/quynhthames/vietnamese-math-solver")
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model = T5ForConditionalGeneration.from_pretrained("https://huggingface.co/quynhthames/vietnamese-math-solver")
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#Use Cuda if avalible.
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model.to(device)
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def solve_math_problem(problem):
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# Tokenize the input
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inputs = tokenizer(problem, return_tensors="pt").to(device)
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# Generate the solution
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outputs = model.generate(**inputs)
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# Decode the output
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solution = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return solution
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# Create the Gradio interface
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iface = gr.Interface(
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fn=solve_math_problem,
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inputs="text",
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outputs="text",
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title="Math Problem Solver",
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description="Enter a math problem and get the solution."
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)
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iface.launch()
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requirements.txt
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gradio
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transformers
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torch
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