Fix emotion model ID configuration to use DeBERTa instead of DistilRoBERTa

scripts/deployment/bake_emotion_model.py

@@ -11,7 +11,7 @@
 
 
 def main() -> int:
-    model_id = os.environ.get("EMOTION_MODEL_ID", "0xmnrv/samo")
+    model_id = os.environ.get("EMOTION_MODEL_ID", "duelker/samo-goemotions-deberta-v3-large")
     token = os.environ.get("HF_TOKEN")
 
     if token and login is not None:
@@ -34,4 +34,4 @@ def main() -> int:
 
 
 if __name__ == "__main__":
-    raise SystemExit(main())
+    raise SystemExit(main())

scripts/deployment/patch_config_and_upload.py

@@ -5,7 +5,7 @@
 from transformers import AutoConfig
 from huggingface_hub import HfApi, HfFolder
 
-MODEL_ID = os.getenv("MODEL_ID", "0xmnrv/samo")
+MODEL_ID = os.getenv("MODEL_ID", "duelker/samo-goemotions-deberta-v3-large")
 
 # Get token from environment or local storage
 TOKEN = os.getenv("HF_TOKEN")

scripts/maintenance/infer_mapping_and_eval.py

@@ -7,7 +7,7 @@
 from sklearn.metrics import f1_score, accuracy_score
 from scipy.optimize import linear_sum_assignment
 
-MODEL_ID = os.getenv("MODEL_ID", "0xmnrv/samo")
+MODEL_ID = os.getenv("MODEL_ID", "duelker/samo-goemotions-deberta-v3-large")
 TOKEN = os.getenv("HF_TOKEN") or os.getenv("HUGGINGFACE_HUB_TOKEN")
 DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
 BATCH = int(os.getenv("BATCH_SIZE", "32"))

scripts/maintenance/metrics_test.py

@@ -9,7 +9,7 @@
 from transformers import AutoTokenizer, AutoModelForSequenceClassification
 from sklearn.metrics import f1_score, accuracy_score
 
-MODEL_ID = os.getenv("MODEL_ID", "0xmnrv/samo")
+MODEL_ID = os.getenv("MODEL_ID", "duelker/samo-goemotions-deberta-v3-large")
 TOKEN = os.getenv("HF_TOKEN") or os.getenv("HUGGINGFACE_HUB_TOKEN")
 DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
 BATCH = int(os.getenv("BATCH_SIZE", "32"))

scripts/testing/hf_serverless_smoke.py

@@ -7,7 +7,7 @@
 
 import requests
 
-HF_REPO = os.getenv("HF_REPO", "0xmnrv/samo")
+HF_REPO = os.getenv("HF_REPO", "duelker/samo-goemotions-deberta-v3-large")
 HF_TOKEN = os.getenv("HF_TOKEN") or os.getenv("HUGGINGFACE_TOKEN")
 
 API_URL = f"https://api-inference.huggingface.co/models/{HF_REPO}"

src/unified_ai_api.py

@@ -402,7 +402,7 @@ async def lifespan(_: FastAPI) -> AsyncGenerator[None, None]:
                 from src.models.emotion_detection.hf_loader import (
                     load_emotion_model_multi_source
                 )
-                hf_model_id = os.getenv("EMOTION_MODEL_ID", "0xmnrv/samo")
+                hf_model_id = os.getenv("EMOTION_MODEL_ID", "duelker/samo-goemotions-deberta-v3-large")
                 hf_token = os.getenv("HF_TOKEN")
                 local_dir = os.getenv("EMOTION_MODEL_LOCAL_DIR")
                 archive_url = os.getenv("EMOTION_MODEL_ARCHIVE_URL")

website/css/README.md

@@ -0,0 +1,59 @@
+# CSS Architecture - Modular Component Structure
+
+This directory contains a modular CSS architecture that addresses code review feedback
+for improved maintainability and performance.
+
+## Structure
+
+### Main Files
+
+- `main.css` - Main entry point that imports all component stylesheets
+- `comprehensive-demo.css` - Original monolithic file (kept for reference)
+
+### Component Files (`components/` directory)
+
+- `variables.css` - CSS custom properties and design system variables
+- `base.css` - Base styles, typography, and global elements
+- `navigation.css` - Navigation bar and menu styles
+- `buttons.css` - Button components and interactive elements
+- `forms.css` - Form controls and input styling
+- `containers.css` - Layout containers and hero sections
+- `cards.css` - Feature cards and content cards
+- `progress.css` - Progress indicators and pipeline components
+- `charts.css` - Data visualization and chart components
+- `messages.css` - Error and success message styling
+- `animations.css` - Keyframes, transitions, and animation effects
+- `responsive.css` - Media queries and responsive design rules
+
+## Benefits
+
+1. **Improved Maintainability**: Each component is isolated and easier to modify
+2. **Better Performance**: Mobile-specific optimizations (e.g., disabled
+   `background-attachment: fixed`)
+3. **Reduced Redundancy**: Consolidated duplicate rules and eliminated conflicts
+4. **Enhanced Readability**: Logical organization makes code easier to understand
+5. **Scalability**: Easy to add new components without affecting existing styles
+
+## Usage
+
+Simply include `main.css` in your HTML:
+
+```html
+<link href="css/main.css" rel="stylesheet" />
+```
+
+The main.css file automatically imports all component stylesheets in the correct order.
+
+## Performance Optimizations
+
+- Mobile devices use `background-attachment: scroll` instead of `fixed` for better
+  performance
+- Consolidated duplicate CSS rules to reduce file size
+- Optimized favicon.ico for better loading performance
+- Modular structure allows for better caching strategies
+
+## Browser Support
+
+- Modern browsers with CSS custom properties support
+- Graceful degradation for older browsers
+- Mobile-first responsive design approach

website/css/components/animations.css

@@ -0,0 +1,89 @@
+/* Animations and Transitions */
+@keyframes fadeInUp {
+    from {
+        opacity: 0;
+        transform: translateY(40px) scale(0.95);
+    }
+    to {
+        opacity: 1;
+        transform: translateY(0) scale(1);
+    }
+}
+
+@keyframes float {
+    0%, 100% { transform: translateY(0px) rotate(0deg); }
+    33% { transform: translateY(-20px) rotate(1deg); }
+    66% { transform: translateY(-10px) rotate(-1deg); }
+}
+
+@keyframes slideInLeft {
+    to {
+        opacity: 1;
+        transform: translateX(0);
+    }
+}
+
+@keyframes shimmer {
+    0% { transform: translateX(-100%); }
+    100% { transform: translateX(100%); }
+}
+
+@keyframes audioPulse {
+    0% { height: 20px; }
+    100% { height: 40px; }
+}
+
+.floating-card {
+    animation: float 6s ease-in-out infinite;
+}
+
+/* Result sections */
+.result-section-hidden {
+    display: none !important;
+}
+
+.result-section-visible {
+    display: block;
+    animation: fadeInUp 0.8s cubic-bezier(0.4, 0, 0.2, 1);
+}
+
+.result-section {
+    display: none;
+}
+
+.result-section.show {
+    display: block;
+    animation: fadeInUp 0.8s cubic-bezier(0.4, 0, 0.2, 1);
+}
+
+/* Loading States */
+.loading-spinner {
+    display: none;
+    color: #e2e8f0;
+}
+
+.loading-spinner.show {
+    display: block;
+}
+
+/* Dynamic Layout States */
+#inputLayout {
+    transition: all 0.5s ease-in-out;
+}
+
+#resultsLayout {
+    transition: all 0.5s ease-in-out;
+}
+
+#titleWithFlow {
+    transition: all 0.3s ease-in-out;
+}
+
+/* Enhanced transitions for responsive changes */
+@media (prefers-reduced-motion: no-preference) {
+    #titleWithFlow,
+    #inputLayout,
+    #resultsLayout {
+        transition: all 0.3s cubic-bezier(0.4, 0, 0.2, 1);
+    }
+}

website/css/components/base.css

@@ -0,0 +1,77 @@
+/* Base Styles and Typography */
+body.comprehensive-demo {
+    font-family: 'Inter', -apple-system, BlinkMacSystemFont, sans-serif;
+    line-height: 1.6;
+    color: #e2e8f0;
+    background: var(--dark-gradient);
+    background-attachment: fixed;
+    min-height: 100vh;
+    padding-top: 80px; /* Account for fixed navbar */
+}
+
+/* Disable background-attachment: fixed on mobile devices for performance */
+@media (max-width: 768px) {
+    body.comprehensive-demo {
+        background-attachment: scroll;
+    }
+}
+
+/* Material Icons styling */
+.material-icons {
+    font-family: 'Material Icons';
+    font-weight: normal;
+    font-style: normal;
+    font-size: 24px;
+    line-height: 1;
+    letter-spacing: normal;
+    text-transform: none;
+    display: inline-block;
+    white-space: nowrap;
+    word-wrap: normal;
+    direction: ltr;
+    -webkit-font-feature-settings: 'liga';
+    -webkit-font-smoothing: antialiased;
+    vertical-align: middle;
+}
+
+/* Info icon styling */
+.info-icon {
+    font-size: 16px !important;
+    color: #6b7280;
+    margin-left: 6px;
+    cursor: help;
+    opacity: 0.7;
+    transition: var(--transition-smooth);
+    vertical-align: middle;
+}
+
+.info-icon:hover {
+    color: var(--primary-color);
+    opacity: 1;
+    transform: scale(1.1);
+}
+
+/* Text Effects */
+.gradient-text {
+    background: var(--primary-gradient);
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    background-clip: text;
+}
+
+/* Reduced Motion Preferences */
+@media (prefers-reduced-motion: reduce) {
+    * {
+        animation: none !important;
+        transition: none !important;
+    }
+    .hero-section::before {
+        animation: none !important;
+    }
+    .floating-card {
+        animation: none !important;
+    }
+    .audio-bar {
+        animation: none !important;
+    }
+}

website/css/components/buttons.css

@@ -0,0 +1,59 @@
+/* Button Styles */
+.comprehensive-demo .btn-primary {
+    background: var(--primary-gradient);
+    border: none;
+    border-radius: 12px;
+    padding: 12px 30px;
+    font-weight: 600;
+    transition: var(--transition-bounce);
+    box-shadow: var(--shadow-glow);
+}
+
+.comprehensive-demo .btn-primary:hover {
+    transform: translateY(-2px) scale(1.05);
+    box-shadow: 0 15px 50px rgba(139, 92, 246, 0.4);
+}
+
+.comprehensive-demo .btn:focus-visible {
+    outline: 3px solid #667eea;
+    outline-offset: 2px;
+}
+
+.comprehensive-demo .btn-primary:focus-visible {
+    outline: 3px solid #c084fc;
+    outline-offset: 2px;
+    box-shadow: 0 0 0 3px rgba(139, 92, 246, 0.45);
+}
+
+/* Button Consistency and Improved Spacing */
+.btn-lg {
+    padding: 0.75rem 1.5rem;
+    font-weight: 600;
+    border-radius: 12px;
+    transition: all 0.3s ease;
+    min-width: 120px; /* Ensure consistent button widths */
+}
+
+/* Debug Test Section Toggleable */
+#debugTestSection .btn-sm {
+    padding: 0.5rem 1rem;
+    font-size: 0.875rem;
+    border-radius: 8px;
+    transition: all 0.2s ease;
+}
+
+/* Responsive button adjustments */
+@media (max-width: 768px) {
+    .btn-lg {
+        min-width: 200px;
+        width: 100%;
+        max-width: 300px;
+    }
+}
+
+@media (max-width: 576px) {
+    .btn-lg {
+        padding: 0.6rem 1rem;
+        font-size: 0.9rem;
+    }
+}