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Browse files
app.py
CHANGED
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@@ -9,126 +9,68 @@ MODEL_CONFIGS = {
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"model_id": "tiiuae/Falcon-H1-34B-Instruct",
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"api_key_env": "XXL_API_KEY",
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"base_url_env": "XXL_URL",
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"
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"description": "Largest model (34B parameters)"
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},
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"Falcon-H1-7B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-7B-Instruct",
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"api_key_env": "L_API_KEY",
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"base_url_env": "L_URL",
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"
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"description": "Large model (7B parameters)"
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},
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"Falcon-H1-3B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-3B-Instruct",
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"api_key_env": "M_API_KEY",
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"base_url_env": "M_URL",
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"
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"description": "Medium model (3B parameters)"
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},
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"Falcon-H1-1.5B-Deep-Instruct": {
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"model_id": "tiiuae/Falcon-H1-1.5B-Deep-Instruct",
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"api_key_env": "S_API_KEY",
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"base_url_env": "S_URL",
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"
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"description": "Small model with deeper training (1.5B parameters)"
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},
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"Falcon-H1-1.5B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-1.5B-Instruct",
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"api_key_env": "XS_API_KEY",
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"base_url_env": "XS_URL",
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"
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"description": "Extra small model (1.5B parameters)"
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},
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"Falcon-H1-0.5B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-0.5B-Instruct",
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"api_key_env": "XXS_API_KEY",
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"base_url_env": "XXS_URL",
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"
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"description": "Extra-extra small model (0.5B parameters)"
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},
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}
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# Hex colors for badges (matching the CSS)
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BADGE_HEX_COLORS = {
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"red": "#e53e3e",
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"orange": "#ed8936",
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"yellow": "#d69e2e",
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"green": "#38a169",
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"blue": "#3182ce",
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"indigo": "#5a67d8",
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}
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today = date.today()
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CSS = """
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/*
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}
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text-align: center;
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}
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h1.main-title {
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font-size: 2.5rem !important;
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font-weight: 700 !important;
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background: linear-gradient(90deg, #4776E6 0%, #8E54E9 100%);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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margin-bottom: 0.5rem !important;
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}
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.subtitle {
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color: #666;
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margin-bottom: 1rem;
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}
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font-weight: 600 !important;
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font-size: 1.1rem !important;
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}
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/* Parameter styling */
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.parameters-container {
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border-radius: 12px !important;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.05) !important;
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margin-top: 1rem !important;
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overflow: hidden !important;
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}
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.parameters-header {
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font-weight: 600 !important;
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font-size: 1.1rem !important;
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}
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/* Slider styling */
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.gradio-slider {
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margin: 1rem 0 !important;
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}
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.gradio-slider label span:first-of-type {
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font-weight: 500 !important;
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}
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/* Chatbot container */
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.chatbot-container {
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border-radius: 12px !important;
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border: 1px solid #eaeaea !important;
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}
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/* Badge styling */
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.model-badge {
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display: inline-block;
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padding: 2px 8px;
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border-radius: 12px;
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font-size: 0.8rem;
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font-weight: 500;
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margin-left: 8px;
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color: white;
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}
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.badge-red { background-color: #e53e3e; }
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.badge-orange { background-color: #ed8936; }
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.badge-yellow { background-color: #d69e2e; }
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.badge-green { background-color: #38a169; }
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.badge-blue { background-color: #3182ce; }
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.badge-indigo { background-color: #5a67d8; }
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/* Duplicate button styling */
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.duplicate-button {
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margin: 1rem auto !important;
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display: block !important;
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@@ -138,72 +80,67 @@ h1.main-title {
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padding: 0.5rem 1.5rem !important;
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font-weight: 600 !important;
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border: none !important;
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transition: all 0.3s ease !important;
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box-shadow: 0 4px 6px rgba(50, 50, 93, 0.11), 0 1px 3px rgba(0, 0, 0, 0.08) !important;
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}
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}
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gap: 20px;
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margin: 1rem 0;
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}
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}
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}
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"""
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def format_model_option(model_name: str) -> str:
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"""Format the model dropdown options with colored badges."""
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config = MODEL_CONFIGS[model_name]
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color = config["badge_color"]
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description = config["description"]
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# This creates a string with HTML that will be rendered in the dropdown label
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return f"{model_name} <span class='model-badge badge-{color}'>{description}</span>"
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def stream_chat(
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message: str,
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history: list,
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model_name: str,
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temperature: float = 0.7,
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max_new_tokens: int = 1024,
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top_p: float = 1.0,
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presence_penalty: float = 1.2,
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):
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# model_name = model_label.split(" <span")[0] if "<span" in model_label else model_label
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cfg = MODEL_CONFIGS[model_name]
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api_key = os.getenv(cfg["api_key_env"])
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base_url = os.getenv(cfg.get("base_url_env", ""), None)
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if not api_key:
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yield f"❌ Env-var `{cfg['api_key_env']}` not set."
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return
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if cfg.get("base_url_env") and not base_url:
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yield f"❌ Env-var `{cfg['base_url_env']}` not set."
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return
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client = openai.OpenAI(api_key=api_key, base_url=base_url)
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msgs = []
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for u, a in history:
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msgs
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msgs.append({"role": "user", "content": message})
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try:
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stream = client.chat.completions.create(
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model=cfg["model_id"],
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@@ -214,74 +151,49 @@ def stream_chat(
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presence_penalty=presence_penalty,
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stream=True,
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)
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partial = ""
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for chunk in stream:
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if (delta := chunk.choices[0].delta)
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partial += delta.content
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yield partial
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except Exception as e:
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yield f"❌ Error: {str(e)}"
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# Prepare model choices for the dropdown: list of (display_label, actual_value)
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ordered_model_names = list(MODEL_CONFIGS.keys())
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model_choices_list = [
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(format_model_option(name), name) for name in ordered_model_names
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]
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# Create the Gradio interface
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with gr.Blocks(css=CSS, theme="soft") as demo:
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# Header section
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gr.HTML("<p class='subtitle'>Private multi-backend interface • Keys & endpoints stay server-side</p>")
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gr.HTML(f"<p class='subtitle' style='font-size: 0.9rem; color: #888;'>Today: {today.strftime('%B %d, %Y')}</p>")
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gr.DuplicateButton(value="Duplicate Space", elem_classes="duplicate-button")
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# Info section with model size indicators
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with gr.Row(elem_classes="mode-info"):
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for model_key, config in MODEL_CONFIGS.items():
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# Use the hex color from our BADGE_HEX_COLORS map
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hex_color = BADGE_HEX_COLORS.get(config["badge_color"], "#ccc") # Default to gray if color not found
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gr.HTML(f"""
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<div class='mode-item'>
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<div class='mode-color' style='background-color: {hex_color};'></div>
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<div>{model_key.split('-')[-2]}</div>
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</div>
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""")
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# Main chat interface
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chatbot = gr.Chatbot(height=600, elem_classes="chatbot-container")
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pass # ChatInterface handles its own input fields. We add ours via additional_inputs.
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model_dropdown = gr.Dropdown(
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choices=
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value=
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label="Model
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elem_classes="model-dropdown"
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)
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if __name__ == "__main__":
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demo.launch()
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"model_id": "tiiuae/Falcon-H1-34B-Instruct",
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"api_key_env": "XXL_API_KEY",
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"base_url_env": "XXL_URL",
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"description": "XXL (34B)"
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},
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"Falcon-H1-7B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-7B-Instruct",
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"api_key_env": "L_API_KEY",
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"base_url_env": "L_URL",
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"description": "L (7B)"
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},
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"Falcon-H1-3B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-3B-Instruct",
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"api_key_env": "M_API_KEY",
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"base_url_env": "M_URL",
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"description": "M (3B)"
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},
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"Falcon-H1-1.5B-Deep-Instruct": {
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"model_id": "tiiuae/Falcon-H1-1.5B-Deep-Instruct",
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"api_key_env": "S_API_KEY",
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"base_url_env": "S_URL",
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"description": "S (1.5B Deep)"
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},
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"Falcon-H1-1.5B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-1.5B-Instruct",
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"api_key_env": "XS_API_KEY",
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"base_url_env": "XS_URL",
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"description": "XS (1.5B)"
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},
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"Falcon-H1-0.5B-Instruct": {
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"model_id": "tiiuae/Falcon-H1-0.5B-Instruct",
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"api_key_env": "XXS_API_KEY",
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"base_url_env": "XXS_URL",
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"description": "XXS (0.5B)"
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},
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}
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today = date.today()
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# Simplified CSS focusing on essential elements
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CSS = """
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/* Main style improvements */
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.container {
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max-width: 900px !important;
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margin-left: auto !important;
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margin-right: auto !important;
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}
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/* Title styling */
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h1 {
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background: linear-gradient(90deg, #4776E6 0%, #8E54E9 100%);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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font-weight: 700 !important;
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text-align: center;
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margin-bottom: 0.5rem !important;
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}
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.subtitle {
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text-align: center;
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color: #666;
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margin-bottom: 1rem;
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}
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/* Button styling */
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.duplicate-button {
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margin: 1rem auto !important;
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display: block !important;
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padding: 0.5rem 1.5rem !important;
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font-weight: 600 !important;
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border: none !important;
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box-shadow: 0 4px 6px rgba(50, 50, 93, 0.11), 0 1px 3px rgba(0, 0, 0, 0.08) !important;
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}
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+
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/* Parameter accordion styling */
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.accordion {
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border-radius: 8px !important;
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overflow: hidden !important;
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box-shadow: 0 1px 3px rgba(0,0,0,0.1) !important;
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margin-bottom: 1rem !important;
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}
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/* Model dropdown styling */
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.model-dropdown .label-wrap span:first-child {
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font-weight: 600 !important;
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}
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/* Improve model description display */
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.model-dropdown .wrap .value-wrap span {
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display: flex !important;
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align-items: center !important;
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gap: 6px !important;
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}
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.model-description {
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font-size: 0.85rem !important;
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opacity: 0.75 !important;
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font-weight: normal !important;
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}
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"""
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def stream_chat(
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message: str,
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history: list,
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model_name: str,
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temperature: float = 0.7,
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max_new_tokens: int = 1024,
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top_p: float = 1.0,
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presence_penalty: float = 1.2,
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):
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| 122 |
+
"""Chat function that streams responses from the selected model"""
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| 123 |
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| 124 |
cfg = MODEL_CONFIGS[model_name]
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| 125 |
api_key = os.getenv(cfg["api_key_env"])
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| 126 |
base_url = os.getenv(cfg.get("base_url_env", ""), None)
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| 127 |
+
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| 128 |
if not api_key:
|
| 129 |
yield f"❌ Env-var `{cfg['api_key_env']}` not set."
|
| 130 |
return
|
| 131 |
+
|
| 132 |
if cfg.get("base_url_env") and not base_url:
|
| 133 |
yield f"❌ Env-var `{cfg['base_url_env']}` not set."
|
| 134 |
return
|
| 135 |
+
|
| 136 |
client = openai.OpenAI(api_key=api_key, base_url=base_url)
|
| 137 |
|
| 138 |
msgs = []
|
| 139 |
for u, a in history:
|
| 140 |
+
msgs += [{"role": "user", "content": u},
|
| 141 |
+
{"role": "assistant", "content": a}]
|
| 142 |
msgs.append({"role": "user", "content": message})
|
| 143 |
+
|
| 144 |
try:
|
| 145 |
stream = client.chat.completions.create(
|
| 146 |
model=cfg["model_id"],
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|
|
|
| 151 |
presence_penalty=presence_penalty,
|
| 152 |
stream=True,
|
| 153 |
)
|
| 154 |
+
|
| 155 |
partial = ""
|
| 156 |
for chunk in stream:
|
| 157 |
+
if (delta := chunk.choices[0].delta).content:
|
| 158 |
partial += delta.content
|
| 159 |
yield partial
|
| 160 |
except Exception as e:
|
| 161 |
yield f"❌ Error: {str(e)}"
|
| 162 |
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|
| 163 |
# Create the Gradio interface
|
| 164 |
with gr.Blocks(css=CSS, theme="soft") as demo:
|
| 165 |
# Header section
|
| 166 |
+
gr.HTML("<h1>Private multi-backend playground</h1>")
|
| 167 |
+
gr.HTML("<p class='subtitle'>Keys & endpoints stay server-side; the browser never sees them.</p>")
|
| 168 |
+
gr.HTML(f"<p class='subtitle' style='font-size: 0.9rem; color: #888;'>Today: {today.strftime('%B %d, %Y')}</p>")
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|
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|
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|
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|
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|
|
| 169 |
|
| 170 |
+
gr.DuplicateButton(value="Duplicate Space", elem_classes="duplicate-button")
|
| 171 |
+
|
| 172 |
+
# Create chatbot
|
| 173 |
+
chatbot = gr.Chatbot(height=600)
|
| 174 |
+
|
| 175 |
+
# Create model selection with descriptions
|
| 176 |
+
model_options = list(MODEL_CONFIGS.keys())
|
|
|
|
|
|
|
|
|
|
| 177 |
model_dropdown = gr.Dropdown(
|
| 178 |
+
choices=model_options,
|
| 179 |
+
value=model_options[0],
|
| 180 |
+
label="Model",
|
| 181 |
elem_classes="model-dropdown"
|
| 182 |
)
|
| 183 |
+
|
| 184 |
+
# Create ChatInterface with collapsible parameters
|
| 185 |
+
chat_interface = gr.ChatInterface(
|
| 186 |
+
fn=stream_chat,
|
| 187 |
+
chatbot=chatbot,
|
| 188 |
+
additional_inputs=[
|
| 189 |
+
model_dropdown,
|
| 190 |
+
gr.Slider(0, 1, value=0.7, step=0.05, label="Temperature", info="Higher values produce more diverse outputs"),
|
| 191 |
+
gr.Slider(64, 4096*8, value=1024, step=64, label="Max new tokens", info="Maximum length of generated response"),
|
| 192 |
+
gr.Slider(0, 1, value=1.0, step=0.05, label="top_p", info="1.0 means no filtering"),
|
| 193 |
+
gr.Slider(0, 2, value=1.2, step=0.1, label="Presence penalty", info="Penalizes repetition")
|
| 194 |
+
],
|
| 195 |
+
additional_inputs_accordion=gr.Accordion("⚙️ Parameters", open=False, elem_classes="accordion")
|
| 196 |
+
)
|
| 197 |
|
| 198 |
if __name__ == "__main__":
|
| 199 |
demo.launch()
|