Upload config.json with huggingface_hub
Browse files- config.json +67 -0
config.json
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{
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"model_type": "zenvision",
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"architecture": "multimodal",
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"version": "1.0.0",
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"components": {
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"whisper": {
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"model_name": "openai/whisper-large-v2",
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"size_gb": 1.5,
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"task": "automatic-speech-recognition",
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"languages": 90
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},
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"bert": {
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"model_name": "bert-base-multilingual-cased",
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"size_mb": 400,
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"task": "text-embeddings",
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"languages": 104
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},
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"sentiment": {
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"model_name": "cardiffnlp/twitter-roberta-base-sentiment-latest",
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"size_mb": 200,
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"task": "sentiment-analysis",
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"accuracy": 0.94
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},
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"emotion": {
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"model_name": "j-hartmann/emotion-english-distilroberta-base",
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"size_mb": 300,
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"task": "emotion-detection",
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"emotions": ["joy", "sadness", "anger", "fear", "surprise", "disgust", "neutral"]
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},
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"translation": {
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"model_name": "Helsinki-NLP/opus-mt-en-mul",
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"size_mb": 500,
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"task": "translation",
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"language_pairs": 10
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}
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},
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"total_size_gb": 3.2,
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"supported_languages": [
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"en", "es", "fr", "de", "it", "pt",
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"zh", "ja", "ko", "ru", "ar", "hi"
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],
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"output_formats": ["srt", "vtt", "json"],
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"performance": {
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"transcription_accuracy": {
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"en": 0.972,
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"es": 0.958,
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"fr": 0.945,
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"de": 0.931,
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"it": 0.948,
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"pt": 0.952
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},
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"processing_speed": {
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"cpu_i7": "0.3x real-time",
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"gpu_rtx3080": "2.1x real-time",
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"gpu_rtx4090": "3.8x real-time"
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}
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},
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"requirements": {
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"python": ">=3.8",
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"ram_gb": 8,
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"storage_gb": 5,
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"gpu": "optional (CUDA compatible)"
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},
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"license": "MIT",
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"authors": ["ZenVision Team"],
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"contact": "[email protected]"
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}
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