Spaces:
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aburnazyan
commited on
Commit
•
ea87c2c
1
Parent(s):
2ed29a3
added standard ui controls
Browse files
app.py
CHANGED
@@ -1,3 +1,26 @@
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import gradio as gr
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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model_name = "aburnazy/opt-350m-hy"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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def generate_text(prompt, temperature, top_k, top_p, max_length):
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inputs = tokenizer.encode(prompt, return_tensors="pt")
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outputs = model.generate(inputs, max_length=max_length, temperature=temperature, top_k=top_k, top_p=top_p, do_sample=True)
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text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return text
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iface = gr.Interface(
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fn=generate_text,
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inputs=[
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gr.inputs.Textbox(lines=2, placeholder="Առավոտ էր: Արարատյան դաշտի լուսապայծառ "),
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gr.inputs.Slider(minimum=0, maximum=1, step=0.01, default=0.8, label='Temperature'),
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gr.inputs.Slider(minimum=0, maximum=100, step=1, default=20, label='Top K'),
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gr.inputs.Slider(minimum=0, maximum=1, step=0.01, default=0.1, label='Top P'),
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gr.inputs.Slider(minimum=10, maximum=1024, step=1, default=200, label='Max Length'),
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],
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outputs="text"
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)
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iface.launch()
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