A unified multimodal model evaluation tracking and engineering report engine.
Project description
│ KRYSTA WING ENGINE │
│ (kwing_reporter/engine.py) │
└───────────────────┬────────────────────┘
│
┌─────────────────────────┼─────────────────────────┐
▼ ▼ ▼
┌─────────────────────┐ ┌─────────────────────┐ ┌─────────────────────┐
│ VISION MODULE │ │ TEXT MODULE │ │ AUDIO MODULE │
│ (modalities/vision) │ (modalities/text)│ │ (modalities/audio)│
└──────────┬──────────┘ └──────────┬──────────┘ └──────────┬──────────┘
│ │ │
• Matplotlib Rendering • Token Confidence Pass • Mel-Spectrogram Calc
• 2D Matrix Heatmaps • Anomaly Identification • Waveform Freq Plots
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