Upload 4 files
Browse files- README.md +13 -0
- app.py +115 -0
- gitattributes +35 -0
- requirements.txt +3 -0
README.md
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---
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title: Gemma 4 Chat
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emoji: ๐
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colorFrom: blue
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colorTo: red
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sdk: gradio
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sdk_version: 6.19.0
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python_version: "3.10"
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import os
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import gradio as gr
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from huggingface_hub import hf_hub_download
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from llama_cpp import Llama
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# 1. Fetch your secret credentials from the environment
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ADMIN_USER = os.environ.get("ADMIN_USER")
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ADMIN_PASS = os.environ.get("ADMIN_PASS")
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# 2. Define the path inside your persistent storage for Phi-4 Mini
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model_path = "/data/Phi-4-mini-instruct-Q4_K_M.gguf"
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# Auto-download from the UNGATED Unsloth public repository if missing
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if not os.path.exists(model_path):
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print("\n๐ฆ Initializing Gated-Bypass CPU Model Setup...")
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hf_hub_download(
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repo_id="unsloth/Phi-4-mini-instruct-GGUF",
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filename="Phi-4-mini-instruct-Q4_K_M.gguf",
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local_dir="/data"
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)
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print("โ
Download complete!\n")
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print("Loading model from persistent storage...")
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llm = Llama(
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model_path=model_path,
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n_ctx=2048,
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n_threads=2,
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n_batch=512,
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verbose=False
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)
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# 3. Define the Chat Engine Logic
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def respond(message, history):
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messages = [
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{"role": "system", "content": "You are a helpful, intelligent AI assistant. Keep responses concise."}
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]
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# ROBUST GRADIO 6.0 HISTORY PARSING
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# Iterates over individual message objects rather than historic pairs
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for msg in history:
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if hasattr(msg, "role") and hasattr(msg, "content"):
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role = msg.role
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content = msg.content
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elif isinstance(msg, dict):
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role = msg.get("role")
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content = msg.get("content")
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else:
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continue
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if role and content:
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messages.append({"role": str(role).lower(), "content": str(content)})
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# Safe current user text extraction (handles strings, objects, or dict messages)
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user_text = message
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if hasattr(message, "content"):
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user_text = message.content
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elif isinstance(message, dict) and "content" in message:
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user_text = message["content"]
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messages.append({"role": "user", "content": str(user_text)})
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response = llm.create_chat_completion(
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messages=messages,
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max_tokens=512,
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temperature=0.7,
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stream=True
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)
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partial_message = ""
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for chunk in response:
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if "choices" in chunk and len(chunk["choices"]) > 0:
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delta = chunk["choices"][0].get("delta", {})
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if "content" in delta:
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partial_message += delta["content"]
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yield partial_message
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# 4. Build the Application with custom Login Gate Routing
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with gr.Blocks() as demo:
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has_auth = bool(ADMIN_USER and ADMIN_PASS)
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# CONTAINER A: The Secure Login Box UI
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with gr.Column(visible=has_auth) as login_container:
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gr.Markdown("# ๐ Protected Workspace\nPlease enter your administrator credentials to access the CPU environment.")
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username_input = gr.Textbox(label="Username", placeholder="Enter username...")
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password_input = gr.Textbox(label="Password", type="password", placeholder="Enter password...")
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login_button = gr.Button("Access System", variant="primary")
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error_output = gr.Markdown(visible=False)
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# CONTAINER B: The Main Chat Application UI
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with gr.Column(visible=not has_auth) as app_container:
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gr.ChatInterface(
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fn=respond,
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title="Phi-4 Mini 3.8B Chat (CPU Optimized)",
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description="Running instantly via persistent local storage with custom 2 vCPU optimizations."
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)
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# Core Verification Function
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def handle_login(username, password):
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if username == ADMIN_USER and password == ADMIN_PASS:
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return gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)
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else:
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return gr.update(visible=True), gr.update(visible=False), gr.update(value="โ **Access Denied:** Invalid username or password.", visible=True)
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# Link button click to verification function
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login_button.click(
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fn=handle_login,
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inputs=[username_input, password_input],
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outputs=[login_container, app_container, error_output]
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)
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# 5. Launch the Space safely without launcher auth conflicts
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if __name__ == "__main__":
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# Theme configuration parameter handled at launch level to comply with Gradio 6 updates
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demo.launch(server_name="0.0.0.0", server_port=7860, theme="soft")
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gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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requirements.txt
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@@ -0,0 +1,3 @@
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gradio
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huggingface_hub
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https://huggingface.co/Luigi/llama-cpp-python-wheels-hf-spaces-free-cpu/resolve/main/llama_cpp_python-0.3.22-cp310-cp310-linux_x86_64.whl
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