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Create app.py
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app.py
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import spaces
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import gradio as gr
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from cartesia_pytorch import ReneLMHeadModel
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from transformers import AutoTokenizer
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# Load model and tokenizer
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model = ReneLMHeadModel.from_pretrained("cartesia-ai/Rene-v0.1-1.3b-pytorch").half().cuda()
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tokenizer = AutoTokenizer.from_pretrained("allenai/OLMo-1B-hf")
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# Define the function to generate text
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@spaces.GPU(duration=120)
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def generate_text(input_text):
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inputs = tokenizer([input_text], return_tensors="pt")
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outputs = model.generate(inputs.input_ids.cuda(), max_length=50, top_k=100, top_p=0.99)
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out_message = tokenizer.batch_decode(outputs, skip_special_tokens=True)[0]
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return out_message
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# Create Gradio interface
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interface = gr.Interface(
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fn=generate_text,
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inputs="text",
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outputs="text",
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title="ReneLM Text Generator",
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description="Generate text using ReneLMHeadModel from a prompt."
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)
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# Launch the Gradio app
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interface.launch()
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