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Update app.py
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app.py
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@@ -2,6 +2,7 @@ import os
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import threading
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import time
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import subprocess
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OLLAMA = os.path.expanduser("~/ollama")
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os.chmod(OLLAMA, 0o755)
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def ollama_service_thread():
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OLLAMA_SERVICE_THREAD = threading.Thread(target=ollama_service_thread)
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OLLAMA_SERVICE_THREAD.start()
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# Uncomment and modify the model to what you want locally
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# model = "moondream"
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model = os.environ.get("MODEL")
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subprocess.run(f"~/ollama pull {model}", shell=True)
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import copy
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import gradio as gr
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@@ -38,7 +42,9 @@ DESCRIPTION = f"""
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<center>
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<p>Feel free to test models with ollama.
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<br>
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-
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</p>
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</center>
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"""
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@@ -54,46 +60,78 @@ h3 {
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text-align: center;
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}
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"""
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def
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with gr.Blocks(css=CSS, theme="soft") as demo:
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gr.HTML(TITLE)
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gr.HTML(DESCRIPTION)
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gr.DuplicateButton(value="Duplicate Space for private use", elem_classes="duplicate-button")
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gr.ChatInterface(
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fn=stream_chat,
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@@ -101,6 +139,11 @@ with gr.Blocks(css=CSS, theme="soft") as demo:
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fill_height=True,
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additional_inputs_accordion=gr.Accordion(label="⚙️ Parameters", open=False, render=False),
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additional_inputs=[
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gr.Slider(
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minimum=0,
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maximum=1,
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import threading
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import time
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import subprocess
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import spaces
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OLLAMA = os.path.expanduser("~/ollama")
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os.chmod(OLLAMA, 0o755)
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def ollama_service_thread():
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global process
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process = subprocess.Popen("~/ollama serve", shell=True)
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process.wait()
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OLLAMA_SERVICE_THREAD = threading.Thread(target=ollama_service_thread)
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# OLLAMA_SERVICE_THREAD.start()
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def terminate():
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if process:
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os.killpg(os.getpgid(process.pid), signal.SIGTERM)
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OLLAMA_SERVICE_THREAD.join()
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# Uncomment and modify the model to what you want locally
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# model = "moondream"
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# model = os.environ.get("MODEL")
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# subprocess.run(f"~/ollama pull {model}", shell=True)
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import copy
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import gradio as gr
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<center>
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<p>Feel free to test models with ollama.
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<br>
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Input <em>/pull model_name</em> to pull model.
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<br>
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Input <em>/list</em> to get model list.
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</p>
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</center>
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"""
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text-align: center;
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}
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"""
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INIT_SIGN = ""
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def init():
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OLLAMA_SERVICE_THREAD.start()
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print("Giving ollama serve a moment")
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time.sleep(10)
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INIT_SIGN = "FINISHED"
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def ollama_func(command):
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c1, c2 = command.split(" ")
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function_map = {
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"/init": init(),
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"/pull": ollama.pull(c2),
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"/list": ollama.list(),
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"/bye": terminate(),
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}
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if c1 in function_map:
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function_map[c1]
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else:
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print("No supported command.")
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@spaces.GPU()
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def launch():
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OLLAMA_SERVICE_THREAD.start()
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print("Giving ollama serve a moment")
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time.sleep(10)
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def stream_chat(message: str, history: list, model: str, temperature: float, max_new_tokens: int, top_p: float, top_k: int, penalty: float):
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if message.startswith("/"):
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ollama_func(message)
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else:
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if INIT_SIGN:
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return "Please Enter /init to initialize Ollama"
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else:
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launch()
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conversation = []
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for prompt, answer in history:
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conversation.extend([
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{"role": "user", "content": prompt},
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{"role": "assistant", "content": answer},
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])
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conversation.append({"role": "user", "content": message})
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print(f"Conversation is -\n{conversation}")
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response = client.chat(
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model=model,
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messages=conversation,
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stream=True,
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options={
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'num_predict': max_new_tokens,
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'temperature': temperature,
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'top_p': top_p,
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'top_k': top_k,
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'repeat_penalty': penalty,
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'low_vram': True,
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},
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)
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terminate()
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buffer = ""
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for chunk in response:
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buffer += chunk["message"]["content"]
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yield buffer
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chatbot = gr.Chatbot(height=600, placeholder=DESCRIPTION)
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with gr.Blocks(css=CSS, theme="soft") as demo:
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gr.HTML(TITLE)
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gr.DuplicateButton(value="Duplicate Space for private use", elem_classes="duplicate-button")
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gr.ChatInterface(
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fn=stream_chat,
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fill_height=True,
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additional_inputs_accordion=gr.Accordion(label="⚙️ Parameters", open=False, render=False),
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additional_inputs=[
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gr.Textbox(
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value="qwen2:0.5b",
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label="Model",
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render=False,
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)
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gr.Slider(
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minimum=0,
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maximum=1,
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