| { |
| "artifacts": { |
| "config_json": "/__modal/volumes/vo-NBB7zc96BBQhlZiNkV8ecx/matex-privacy-sentinel-v0.1/config.json", |
| "model_safetensors": "/__modal/volumes/vo-NBB7zc96BBQhlZiNkV8ecx/matex-privacy-sentinel-v0.1/model.safetensors", |
| "summary_json": "/__modal/volumes/vo-NBB7zc96BBQhlZiNkV8ecx/matex-privacy-sentinel-v0.1/finetune_summary.json" |
| }, |
| "base_checkpoint": "/root/.opf/privacy_filter", |
| "batch_size": 4, |
| "best_epoch": 6, |
| "best_metric": 1.97430621530058e-06, |
| "best_metric_name": "validation_loss", |
| "checkpoint_category_version": "v2", |
| "device": "cuda", |
| "elapsed_s": 1185.3800064490001, |
| "encoding": "o200k_base", |
| "epoch_metrics": [ |
| { |
| "elapsed_s": 199.716100895, |
| "epoch": 1, |
| "optimizer_steps": 6250, |
| "train_batches": 6250, |
| "train_loss": 0.11141216978915894, |
| "train_token_accuracy": 0.9749113521801397, |
| "train_tokens": 3954976, |
| "validation_batches": 1250, |
| "validation_loss": 0.00023499670625047982, |
| "validation_token_accuracy": 0.999949371382427, |
| "validation_tokens": 790067 |
| }, |
| { |
| "elapsed_s": 197.00245000200002, |
| "epoch": 2, |
| "optimizer_steps": 6250, |
| "train_batches": 6250, |
| "train_loss": 7.823953674305101e-05, |
| "train_token_accuracy": 0.9999906446967062, |
| "train_tokens": 3954976, |
| "validation_batches": 1250, |
| "validation_loss": 6.52150431355053e-05, |
| "validation_token_accuracy": 0.9999848114147282, |
| "validation_tokens": 790067 |
| }, |
| { |
| "elapsed_s": 197.05725761600002, |
| "epoch": 3, |
| "optimizer_steps": 6250, |
| "train_batches": 6250, |
| "train_loss": 4.5897544868618016e-05, |
| "train_token_accuracy": 0.9999893804665313, |
| "train_tokens": 3954976, |
| "validation_batches": 1250, |
| "validation_loss": 1.4269709415271255e-05, |
| "validation_token_accuracy": 0.9999974685691213, |
| "validation_tokens": 790067 |
| }, |
| { |
| "elapsed_s": 196.749645817, |
| "epoch": 4, |
| "optimizer_steps": 6250, |
| "train_batches": 6250, |
| "train_loss": 3.425847403373795e-05, |
| "train_token_accuracy": 0.9999936788491257, |
| "train_tokens": 3954976, |
| "validation_batches": 1250, |
| "validation_loss": 1.068284089822821e-05, |
| "validation_token_accuracy": 0.9999962028536821, |
| "validation_tokens": 790067 |
| }, |
| { |
| "elapsed_s": 195.94546491100004, |
| "epoch": 5, |
| "optimizer_steps": 6250, |
| "train_batches": 6250, |
| "train_loss": 1.3539850186835037e-05, |
| "train_token_accuracy": 0.9999962073094755, |
| "train_tokens": 3954976, |
| "validation_batches": 1250, |
| "validation_loss": 0.0019728033994245017, |
| "validation_token_accuracy": 0.9995418110109648, |
| "validation_tokens": 790067 |
| }, |
| { |
| "elapsed_s": 196.57295014299984, |
| "epoch": 6, |
| "optimizer_steps": 6250, |
| "train_batches": 6250, |
| "train_loss": 1.5402286304533408e-05, |
| "train_token_accuracy": 0.9999964601555105, |
| "train_tokens": 3954976, |
| "validation_batches": 1250, |
| "validation_loss": 1.97430621530058e-06, |
| "validation_token_accuracy": 1.0, |
| "validation_tokens": 790067 |
| } |
| ], |
| "epochs": 6, |
| "generated_at_unix": 1782352541.508806, |
| "grad_accum_steps": 1, |
| "label_space_json_path": "/__modal/volumes/vo-hrZPBiqGcoK8jg0eZ8vlDK/dataset/configs/custom_label_space.json", |
| "label_space_source": "label-space-json", |
| "learning_rate": 1e-05, |
| "max_grad_norm": 1.0, |
| "num_output_labels": 129, |
| "num_train_examples": 25000, |
| "num_train_windows": 25000, |
| "num_validation_examples": 5000, |
| "num_validation_windows": 5000, |
| "output_checkpoint_dir": "/__modal/volumes/vo-NBB7zc96BBQhlZiNkV8ecx/matex-privacy-sentinel-v0.1", |
| "output_head_reinitialized": true, |
| "output_head_rows_copied": 129, |
| "output_head_rows_copied_exact": 33, |
| "output_head_rows_copied_fallback": 96, |
| "resolved_category_version": "matex_privacy_sentinel_v0_1", |
| "resolved_n_ctx": 128000, |
| "schema_version": 1, |
| "serialized_param_dtype": "bfloat16", |
| "span_class_names": [ |
| "O", |
| "account_number", |
| "private_address", |
| "private_email", |
| "private_person", |
| "private_phone", |
| "private_url", |
| "private_date", |
| "secret", |
| "api_key", |
| "auth_token", |
| "session_cookie", |
| "database_uri", |
| "cloud_credential", |
| "private_file_path", |
| "internal_url", |
| "workspace_identity", |
| "customer_data", |
| "prompt_sensitive", |
| "agent_memory_sensitive", |
| "stacktrace_sensitive", |
| "repo_secret", |
| "payment_token", |
| "personal_document_id", |
| "ssh_private_key", |
| "signing_key", |
| "oauth_credential", |
| "webhook_secret", |
| "certificate_private_key", |
| "encryption_key", |
| "service_account", |
| "connection_credential", |
| "biometric_identifier" |
| ], |
| "train_dataset": "/data/dataset/compiled/train.jsonl", |
| "train_dataset_variant": "full", |
| "validation_dataset": "/data/dataset/compiled/validation.jsonl", |
| "validation_dataset_variant": "full", |
| "validation_split": null, |
| "weight_decay": 0.01 |
| } |
|
|
