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Update app.py
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app.py
CHANGED
@@ -3,17 +3,18 @@ import gradio as gr
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client = InferenceClient("mistralai/Mistral-7B-Instruct-v0.3")
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for user_prompt, bot_response in history:
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prompt += f"[INST] {user_prompt} [/INST] {bot_response}</s> "
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prompt += f"[INST] {message} [/INST]"
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return prompt
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def generate(
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prompt, history, temperature=0.9, max_new_tokens=256, top_p=0.95, repetition_penalty=1.0
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):
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temperature = float(temperature)
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if temperature < 1e-2:
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@@ -29,7 +30,7 @@ def generate(
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seed=42,
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)
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formatted_prompt = format_prompt(prompt, history
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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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@@ -76,19 +77,11 @@ additional_inputs = [
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step=0.05,
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interactive=True,
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info="Penalize repeated tokens",
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)
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gr.Textbox(
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label="Persona",
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placeholder="Describe the role (e.g., 'wise mentor', 'friendly assistant')",
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info="Define a persona for the model to roleplay.",
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),
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]
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gr.ChatInterface(
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fn=
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prompt, history, temperature, max_new_tokens, top_p, repetition_penalty, persona
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),
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chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
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additional_inputs=additional_inputs,
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title="Mistral 7B v0.3"
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client = InferenceClient("mistralai/Mistral-7B-Instruct-v0.3")
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# Define a fixed role
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DEFAULT_PERSONA = "strict teacher"
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def format_prompt(message, history):
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prompt = f"<s>[ROLE: {DEFAULT_PERSONA}] "
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for user_prompt, bot_response in history:
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prompt += f"[INST] {user_prompt} [/INST] {bot_response}</s> "
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prompt += f"[INST] {message} [/INST]"
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return prompt
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def generate(
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prompt, history, temperature=0.9, max_new_tokens=256, top_p=0.95, repetition_penalty=1.0
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):
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temperature = float(temperature)
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if temperature < 1e-2:
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seed=42,
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)
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formatted_prompt = format_prompt(prompt, history)
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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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step=0.05,
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interactive=True,
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info="Penalize repeated tokens",
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)
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]
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gr.ChatInterface(
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fn=generate,
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chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
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additional_inputs=additional_inputs,
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title="Mistral 7B v0.3"
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