Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -9,24 +9,25 @@ from llama_cpp_agent.chat_history.messages import Roles
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import gradio as gr
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from huggingface_hub import hf_hub_download
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hf_hub_download(
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repo_id="CerebrumTech/cere-gemma-2-9b-tr",
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filename="unsloth.Q4_K_M.gguf",
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local_dir="./models"
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)
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#
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@spaces.GPU(duration=120)
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def respond(
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message,
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history: list[tuple[str, str]],
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model,
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system_message,
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max_tokens,
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temperature,
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top_p,
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top_k,
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-
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):
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chat_template = MessagesFormatterType.GEMMA_2
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@@ -41,7 +42,7 @@ def respond(
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agent = LlamaCppAgent(
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provider,
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system_prompt=
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predefined_messages_formatter_type=chat_template,
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debug_output=True
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)
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@@ -51,19 +52,19 @@ def respond(
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settings.top_k = top_k
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settings.top_p = top_p
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settings.max_tokens = max_tokens
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settings.repeat_penalty =
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settings.stream = True
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messages = BasicChatHistory()
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for
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user = {
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'role': Roles.user,
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'content':
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}
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assistant = {
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'role': Roles.assistant,
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'content':
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}
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messages.add_message(user)
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messages.add_message(assistant)
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@@ -81,32 +82,27 @@ def respond(
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outputs += output
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yield outputs
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-
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def create_interface(model_name, description):
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return gr.
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fn=respond,
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gr.Textbox(value="You are a helpful assistant.", label="System message"),
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gr.Textbox(value=model_name, label="Model", interactive=False),
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gr.Slider(minimum=1, maximum=4096, value=2048, step=1, label="Max tokens"),
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p"),
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gr.Slider(minimum=0, maximum=100, value=40, step=1, label="Top-k"),
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gr.Slider(minimum=0.0, maximum
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],
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outputs=gr.Chatbot(show_copy_button=True),
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title=model_name,
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description=description,
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live=True
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)
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interface = create_interface('unsloth.Q4_K_M.gguf', description)
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with demo:
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interface.render()
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if __name__ == "__main__":
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import gradio as gr
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from huggingface_hub import hf_hub_download
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# Modeli indirme
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hf_hub_download(
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repo_id="CerebrumTech/cere-gemma-2-9b-tr",
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filename="unsloth.Q4_K_M.gguf",
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local_dir="./models"
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)
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# Yanıt üretme fonksiyonu
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@spaces.GPU(duration=120)
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def respond(
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message,
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history: list[tuple[str, str]],
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system_message,
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model,
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max_tokens,
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temperature,
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top_p,
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top_k,
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repetition_penalty,
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):
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chat_template = MessagesFormatterType.GEMMA_2
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agent = LlamaCppAgent(
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provider,
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system_prompt=system_message,
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predefined_messages_formatter_type=chat_template,
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debug_output=True
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)
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settings.top_k = top_k
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settings.top_p = top_p
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settings.max_tokens = max_tokens
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settings.repeat_penalty = repetition_penalty
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settings.stream = True
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messages = BasicChatHistory()
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for user_msg, assistant_msg in history:
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user = {
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'role': Roles.user,
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'content': user_msg
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}
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assistant = {
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'role': Roles.assistant,
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'content': assistant_msg
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}
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messages.add_message(user)
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messages.add_message(assistant)
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outputs += output
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yield outputs
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# Arayüz oluşturma fonksiyonu
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def create_interface(model_name, description):
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return gr.ChatInterface(
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fn=respond,
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additional_inputs=[
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gr.Textbox(value="You are a helpful assistant.", label="System message"),
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gr.Textbox(value=model_name, label="Model", interactive=False),
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gr.Slider(minimum=1, maximum=4096, value=2048, step=1, label="Max tokens"),
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p"),
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gr.Slider(minimum=0, maximum=100, value=40, step=1, label="Top-k"),
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gr.Slider(minimum=0.0, maximum 2.0, value=1.1, step=0.1, label="Repetition penalty"),
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],
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title=model_name,
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description=description,
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)
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# Açıklama ve arayüz oluşturma
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description = """<p align="center">CerebrumTech/cere-gemma-2-9b-tr</p>"""
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interface = create_interface('unsloth.Q4_K_M.gguf', description)
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# Gradio uygulamasını başlatma
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if __name__ == "__main__":
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interface.launch()
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