MegaTronX commited on
Commit
921a7bd
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1 Parent(s): f3456ce

Update app.py

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Files changed (1) hide show
  1. app.py +19 -8
app.py CHANGED
@@ -1,13 +1,24 @@
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  import gradio as gr
 
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- @spaces.GPU
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- gr.load("models/infly/OpenCoder-8B-Instruct").launch()
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-
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- #if torch.cuda.is_available() or os.getenv("ZERO_GPU_SUPPORT", False):
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- # gr.load("models/infly/OpenCoder-8B-Instruct").launch()
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- # @spaces.GPU
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- #else:
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- # raise RuntimeError("No compatible GPU environment found for this model.")
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  import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ # Load model and tokenizer
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+ model_name = "infly/OpenCoder-8B-Instruct"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
 
 
 
 
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+ @spaces.GPU
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+ def generate_text(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt", truncation=True, padding=True)
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+ outputs = model.generate(inputs["input_ids"], max_length=100, num_return_sequences=1)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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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=gr.Textbox(lines=2, placeholder="Enter your prompt here..."),
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+ outputs=gr.Textbox(label="Generated Text")
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+ )
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+ # Launch the Gradio app
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+ if __name__ == "__main__":
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+ interface.launch()