File size: 1,258 Bytes
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"model_type": "veritiana_prompt_classifier",
"model_version": "3.1.0-multisource-balanced",
"architecture": "dual_multinomial_logistic_regression",
"model_file": "model.onnx",
"input": {
"name": "features",
"dtype": "float32",
"shape": [
"batch",
1544
]
},
"outputs": {
"task_probabilities": {
"dtype": "float32",
"shape": [
"batch",
9
]
},
"complexity_probabilities": {
"dtype": "float32",
"shape": [
"batch",
3
]
}
},
"features": {
"total": 1544,
"word_bigram_bins": 1024,
"character_trigram_bins": 512,
"numeric_features": 8,
"hash": "FNV-1a 32-bit over JavaScript UTF-16 code units"
},
"task_labels": [
"general_chat",
"writing",
"translation",
"summarization",
"research",
"coding",
"mathematics",
"document_analysis",
"high_stakes"
],
"complexity_labels": [
"low",
"medium",
"high"
],
"thresholds": {
"task_classified": 0.72,
"complexity_classified": 0.66,
"likely": 0.45
},
"runtime": {
"browser": "ONNX Runtime Web 1.22.0",
"onnx_opset": 13
},
"live_demo": "https://www.veritiana.com/prompt_classifier.html"
}
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