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gospacedev
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119f851
1
Parent(s):
0081d5a
update app.py
Browse files
app.py
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import gradio as gr
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from huggingface_hub import InferenceClient
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client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
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system_instructions = """<s> [INST] You will be provided with text, and your task is to translate it into emojis. Do not use any regular text. Do your best with emojis only. Translate this text: """
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def generate_translation(prompt):
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generate_kwargs = dict(
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temperature=0,
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max_new_tokens=1024,
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top_p=0.95,
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repetition_penalty=1.0,
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do_sample=True,
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seed=42,
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)
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formatted_prompt = system_instructions + prompt + "[/INST]"
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stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=False)
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output = ""
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for response in stream:
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output += response.token.text
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yield output
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return output
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with gr.Blocks() as demo:
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name = gr.Textbox(label="Enter text")
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output = gr.Textbox(label="Translation")
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translate_btn = gr.Button("Translate!")
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translate_btn.click(fn=generate_translation, inputs=name, outputs=output, api_name="translate")
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if __name__ == "__main__":
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demo.launch()
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