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Create app.py

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  1. app.py +20 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import GPT2LMHeadModel, GPT2Tokenizer
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+ import torch
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+
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+ tokenizer = GPT2Tokenizer.from_pretrained("AlphaMindQ/GPTx-v6-60gb")
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+ model = GPT2LMHeadModel.from_pretrained("AlphaMindQ/GPTx-v6-60gb")
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+ model.eval()
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+ torch.set_num_threads(2)
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+
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+ def generate(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(inputs["input_ids"], max_new_tokens=50)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ gr.Interface(fn=generate,
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+ inputs=gr.Textbox(label="Enter prompt"),
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+ outputs=gr.Textbox(label="Generated text"),
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+ title="AlphaMindQ - GPTx-v6-60gb",
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+ description="Tiny GPT-2-compatible model demo"
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+ ).launch()