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Browse files- ugh (e9731f7d53fed363fa12924e7bfc45e14f850afe)
Co-authored-by: Mikus <cappuch@users.noreply.huggingface.co>
app.py
CHANGED
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@@ -3,16 +3,33 @@ import random
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import gradio as gr
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from groq import Groq
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def generate_response(prompt, history, model, temperature, max_tokens, top_p, seed):
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if seed == 0:
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seed = random.randint(1, 100000)
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stream = client.chat.completions.create(
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messages
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model=model,
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temperature=temperature,
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max_tokens=max_tokens,
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@@ -31,10 +48,9 @@ def generate_response(prompt, history, model, temperature, max_tokens, top_p, se
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return response
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# Define the Gradio chat interface
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additional_inputs = [
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gr.Dropdown(choices=["llama3-70b-8192", "llama3-8b-8192", "mixtral-8x7b-32768", "llama2-70b-4096", "gemma-7b-it"], value="llama3-70b-8192", label="
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gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.5, label="Temperature", info="Controls
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gr.Slider(minimum=1, maximum=4096, step=1, value=4096, label="Max Tokens", info="The maximum number of tokens that the model can process in a single response"),
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gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.5, label="Top P", info="A method of text generation where a model will only consider the most probable next tokens that make up the probability p."),
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gr.Number(precision=0, value=42, label="Seed", info="A starting point to initiate generation, use 0 for random")
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@@ -44,6 +60,6 @@ gr.ChatInterface(
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fn=generate_response,
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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="Groq API
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description="
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).launch()
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import gradio as gr
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from groq import Groq
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client = Groq(
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api_key = os.environ.get("Groq_Api_Key")
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)
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def generate_response(prompt, history, model, temperature, max_tokens, top_p, seed):
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messages = []
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for i, data in enumerate(history):
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if i % 2 == 0:
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role = 'user'
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else:
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role = 'assistant'
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message = {}
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message["role"] = role
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message["content"] = data
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messages.append(message)
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message = {}
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message["role"] = "user"
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message["content"] = prompt
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messages.append(message)
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if seed == 0:
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seed = random.randint(1, 100000)
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stream = client.chat.completions.create(
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messages=messages,
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model=model,
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temperature=temperature,
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max_tokens=max_tokens,
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return response
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additional_inputs = [
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gr.Dropdown(choices=["llama3-70b-8192", "llama3-8b-8192", "mixtral-8x7b-32768", "llama2-70b-4096", "gemma-7b-it"], value="llama3-70b-8192", label="Model"),
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gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.5, label="Temperature", info="Controls diversity of the generated text. Lower is more deterministic, higher is more creative."),
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gr.Slider(minimum=1, maximum=4096, step=1, value=4096, label="Max Tokens", info="The maximum number of tokens that the model can process in a single response"),
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gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.5, label="Top P", info="A method of text generation where a model will only consider the most probable next tokens that make up the probability p."),
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gr.Number(precision=0, value=42, label="Seed", info="A starting point to initiate generation, use 0 for random")
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fn=generate_response,
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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="Groq API UI",
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description="Inference by Groq. Hugging Face Space by [Nick088](https://linktr.ee/Nick088)",
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).launch()
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