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c2e777c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | {
"model_details": {
"name": "Context Filter V2",
"version": "2.1.0",
"type": "Privacy-Focused Token Classification (NER)",
"architecture": "ContextFilterV2 (Custom Transformer)",
"framework": "PyTorch / Modal",
"format": "Safetensors"
},
"parameters": {
"layers": 10,
"hidden_size": 512,
"attention_heads": 8,
"kv_heads": 4,
"max_sequence_length": 32768,
"sliding_window": 512,
"total_params": "Approx. 45M"
},
"training_hyperparameters": {
"epochs": 3,
"learning_rate": 0.0004,
"batch_size": 64,
"optimizer": "AdamW",
"lr_scheduler": "Linear with Warmup",
"warmup_steps": 800,
"weight_decay": 0.01
},
"dataset_info": {
"train_samples": 500000,
"val_samples": 8000,
"entities_tracked": [
"PERSON", "EMAIL", "PHONE", "ADDRESS", "SSN",
"CREDITCARD", "IP", "DATE", "ORG", "USERNAME",
"PASSPORT", "DRIVERSLICENSE"
]
}
} |