| { |
| "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" |
| ] |
| } |
| } |