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mrbeliever
commited on
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•
6ec4fc2
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Parent(s):
763bcbd
Update app.py
Browse files
app.py
CHANGED
@@ -1,14 +1,12 @@
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from huggingface_hub import InferenceClient
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import gradio as gr
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client = InferenceClient(
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"mistralai/Mistral-7B-Instruct-v0.3"
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)
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# Your system prompt
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SYSTEM_PROMPT = "Your goal is to create engaging, authentic, and contextually appropriate captions for social media platforms. The captions should captivate the audience without being cringe-worthy, ensuring they resonate well with diverse demographics."
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def format_prompt(message, history):
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prompt = "<s>"
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prompt += f"[INST] SYSTEM: {SYSTEM_PROMPT} [/INST]" # Add the system prompt here
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for user_prompt, bot_response in history:
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@@ -17,9 +15,7 @@ def format_prompt(message, history):
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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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temperature = 1e-2
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@@ -34,7 +30,7 @@ def generate(
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seed=42,
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)
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formatted_prompt = format_prompt(prompt
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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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@@ -46,12 +42,9 @@ def generate(
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iface = gr.Interface(
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fn=generate,
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inputs=
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gr.Textbox(placeholder="Enter your prompt here...", lines=2, max_lines=2, label=""),
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gr.Button("Generate")
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],
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outputs=gr.Textbox(label="Output", interactive=True, lines=10),
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)
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iface.launch()
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from huggingface_hub import InferenceClient
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import gradio as gr
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client = InferenceClient("mistralai/Mistral-7B-Instruct-v0.3")
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# Your system prompt
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SYSTEM_PROMPT = "Your goal is to create engaging, authentic, and contextually appropriate captions for social media platforms. The captions should captivate the audience without being cringe-worthy, ensuring they resonate well with diverse demographics."
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def format_prompt(message, history=[]):
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prompt = "<s>"
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prompt += f"[INST] SYSTEM: {SYSTEM_PROMPT} [/INST]" # Add the system prompt here
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for user_prompt, bot_response in history:
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prompt += f"[INST] {message} [/INST]"
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return prompt
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def generate(prompt, temperature=0.9, max_new_tokens=256, top_p=0.95, repetition_penalty=1.0):
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temperature = float(temperature)
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if temperature < 1e-2:
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temperature = 1e-2
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seed=42,
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)
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formatted_prompt = format_prompt(prompt)
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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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iface = gr.Interface(
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fn=generate,
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inputs=gr.Textbox(placeholder="Enter your prompt here...", lines=2, max_lines=2, label="Prompt"),
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outputs=gr.Textbox(label="Output", interactive=True, lines=10),
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live=True,
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)
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iface.launch()
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