Spaces:
Sleeping
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JerameeUC commited on
Commit ·
8a5750e
1
Parent(s): 4e800aa
added space_app.py
Browse files- space_app.py +41 -0
space_app.py
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import os
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import gradio as gr
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from transformers import pipeline
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MODEL_NAME = os.getenv("HF_MODEL_GENERATION", "distilgpt2")
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_pipe = None
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def _get_pipe():
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global _pipe
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if _pipe is None:
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_pipe = pipeline("text-generation", model=MODEL_NAME)
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return _pipe
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def chat_fn(message, max_new_tokens=128, temperature=0.8, top_p=0.95):
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message = (message or "").strip()
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if not message:
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return "Please type something!"
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pipe = _get_pipe()
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out = pipe(
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message,
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max_new_tokens=int(max_new_tokens),
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do_sample=True,
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temperature=float(temperature),
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top_p=float(top_p),
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pad_token_id=50256
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)
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return out[0]["generated_text"]
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with gr.Blocks(title="Agentic-Chat-bot") as demo:
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gr.Markdown("# 🤖 Agentic Chat Bot\nGradio + Transformers demo")
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prompt = gr.Textbox(label="Prompt", placeholder="Ask me anything…", lines=4)
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out = gr.Textbox(label="Response", lines=6)
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max_new = gr.Slider(32, 512, 128, 1, label="Max new tokens")
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temp = gr.Slider(0.1, 1.5, 0.8, 0.05, label="Temperature")
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topp = gr.Slider(0.1, 1.0, 0.95, 0.05, label="Top-p")
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btn = gr.Button("Send")
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btn.click(chat_fn, [prompt, max_new, temp, topp], out)
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prompt.submit(chat_fn, [prompt, max_new, temp, topp], out)
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=int(os.getenv("PORT", "7860")))
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