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Running
Running
MekkCyber
commited on
Commit
Β·
c67e752
1
Parent(s):
70dd883
change style
Browse files
app.py
CHANGED
@@ -408,56 +408,60 @@ css = """
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width: 100% !important;
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}
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/* Quantize button styling with glow effect */
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button[variant="primary"] {
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background: linear-gradient(135deg, #3B82F6, #10B981) !important;
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color: white !important;
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padding: 16px 32px !important;
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font-size: 1.1rem !important;
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font-weight: 700 !important;
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border: none !important;
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border-radius: 12px !important;
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box-shadow: 0 0 15px rgba(59, 130, 246, 0.5) !important;
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transition: all 0.3s cubic-bezier(0.25, 0.8, 0.25, 1) !important;
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position: relative;
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overflow: hidden;
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animation: glow 1.5s ease-in-out infinite alternate;
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}
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button[variant="primary"]::before {
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content: "
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}
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button[variant="primary"]:hover {
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transform: translateY(-5px) scale(1.05) !important;
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box-shadow: 0 10px 25px rgba(
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}
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@keyframes glow {
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from {
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box-shadow: 0 0 10px rgba(
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}
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to {
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box-shadow: 0 0 20px rgba(
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}
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}
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/* Login button styling */
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#login-button {
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background: linear-gradient(135deg, #
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color: white !important;
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font-weight: 700 !important;
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border: none !important;
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border-radius:
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box-shadow: 0 0 15px rgba(
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transition: all 0.3s ease !important;
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max-width: 300px !important;
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margin: 0 auto !important;
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}
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"""
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# Update the main app layout
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with gr.Blocks(
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gr.Markdown(
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"""
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# π€ TorchAO Model Quantizer β¨
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@@ -532,7 +536,7 @@ with gr.Blocks(theme=gr.themes.Ocean(), css=css) as demo:
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with gr.Column():
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quantize_button = gr.Button(
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"π Quantize and Push to Hub",
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)
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output_link = gr.Markdown(
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label="π Quantized Model Info", container=True, min_height=200
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@@ -545,10 +549,13 @@ with gr.Blocks(theme=gr.themes.Ocean(), css=css) as demo:
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## π Quantization Options
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### Quantization Types
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- **int4_weight_only**: 4-bit weight-only quantization
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- **int8_weight_only**: 8-bit weight-only quantization
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- **int8_dynamic_activation_int8_weight**: 8-bit quantization for both weights and activations
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-
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### Group Size
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- Only applicable for int4_weight_only and int8_weight_only quantization
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- Default value is 128
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@@ -560,8 +567,8 @@ with gr.Blocks(theme=gr.themes.Ocean(), css=css) as demo:
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3. Uploads the quantized model to your HuggingFace account
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## π Memory Benefits
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-
-
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-
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"""
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)
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# Keep existing click handler
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width: 100% !important;
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}
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button[variant="primary"]::before {
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content: "π₯ "; /* PyTorch flame icon */
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}
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button[variant="primary"]:hover {
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transform: translateY(-5px) scale(1.05) !important;
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box-shadow: 0 10px 25px rgba(238, 76, 44, 0.7) !important;
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}
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@keyframes pytorch-glow {
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from {
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box-shadow: 0 0 10px rgba(238, 76, 44, 0.5);
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}
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to {
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box-shadow: 0 0 20px rgba(238, 76, 44, 0.8), 0 0 30px rgba(255, 156, 0, 0.5);
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}
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}
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/* Login button styling */
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#login-button {
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background: linear-gradient(135deg, #EE4C2C, #FF9C00) !important;
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color: white !important;
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font-weight: 700 !important;
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border: none !important;
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border-radius: 15px !important;
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box-shadow: 0 0 15px rgba(238, 76, 44, 0.5) !important;
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transition: all 0.3s ease !important;
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max-width: 300px !important;
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margin: 0 auto !important;
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}
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.quantize-button {
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background: linear-gradient(135deg, #EE4C2C, #FF9C00) !important;
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color: white !important;
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font-weight: 700 !important;
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border: none !important;
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border-radius: 15px !important;
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box-shadow: 0 0 15px rgba(238, 76, 44, 0.5) !important;
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transition: all 0.3s ease !important;
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animation: pytorch-glow 1.5s infinite alternate !important;
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transform-origin: center !important;
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letter-spacing: 0.5px !important;
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text-shadow: 0 1px 2px rgba(0, 0, 0, 0.2) !important;
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}
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.quantize-button:hover {
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transform: translateY(-3px) scale(1.03) !important;
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box-shadow: 0 8px 20px rgba(238, 76, 44, 0.7) !important;
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}
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"""
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# Update the main app layout
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with gr.Blocks(css=css) as demo:
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gr.Markdown(
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"""
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# π€ TorchAO Model Quantizer β¨
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with gr.Column():
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quantize_button = gr.Button(
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"π Quantize and Push to Hub", elem_classes="quantize-button", elem_id="quantize-button"
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)
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output_link = gr.Markdown(
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label="π Quantized Model Info", container=True, min_height=200
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## π Quantization Options
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### Quantization Types
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+
- **int4_weight_only**: 4-bit weight-only quantization
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- **int8_weight_only**: 8-bit weight-only quantization
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- **int8_dynamic_activation_int8_weight**: 8-bit quantization for both weights and activations
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- **float8_weight_only**: float8-bit weight-only quantization
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- **float8_dynamic_activation_float8_weight**: float8-bit quantization for both weights and activations
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- **autoquant**: automatic quantization (uses the best quantization method for the model)
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### Group Size
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- Only applicable for int4_weight_only and int8_weight_only quantization
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- Default value is 128
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3. Uploads the quantized model to your HuggingFace account
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## π Memory Benefits
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- int4 quantization can reduce model size by up to 75%
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- int8 quantization typically reduces size by about 50%
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"""
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)
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# Keep existing click handler
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