| kie: |
| active: v4 |
| versions: |
| v1: |
| path: /data/nvidia-ai-workspace/models/kie/v1/model.joblib |
| metrics: |
| n_train: 96 |
| n_test: 24 |
| n_examples: 1845 |
| pos_rate: 0.267 |
| field_exact_match_train: |
| merchant_name: 1.0 |
| date: 1.0 |
| total_amount: 1.0 |
| invoice_id: 1.0 |
| payment_method: 0.875 |
| macro_train: 0.975 |
| field_exact_match_test: |
| merchant_name: 1.0 |
| date: 1.0 |
| total_amount: 1.0 |
| invoice_id: 1.0 |
| payment_method: 0.875 |
| macro_test: 0.975 |
| created: '2026-05-31T09:32:34' |
| v2: |
| path: /data/nvidia-ai-workspace/models/kie/v2/model.joblib |
| metrics: |
| n_train: 96 |
| n_test: 24 |
| n_examples: 1254 |
| pos_rate: 0.383 |
| field_exact_match_train: |
| merchant_name: 1.0 |
| date: 1.0 |
| total_amount: 1.0 |
| invoice_id: 1.0 |
| payment_method: 0.938 |
| macro_train: 0.988 |
| field_exact_match_test: |
| merchant_name: 1.0 |
| date: 1.0 |
| total_amount: 1.0 |
| invoice_id: 1.0 |
| payment_method: 0.958 |
| macro_test: 0.992 |
| created: '2026-05-31T09:48:15' |
| v3: |
| path: /data/nvidia-ai-workspace/models/kie/v3/model.joblib |
| metrics: |
| n_train: 532 |
| n_test: 134 |
| n_examples: 23378 |
| pos_rate: 0.093 |
| field_exact_match_train: |
| merchant_name: 0.389 |
| date: 0.869 |
| total_amount: 0.669 |
| invoice_id: 1.0 |
| payment_method: 0.947 |
| macro_train: 0.775 |
| field_exact_match_test: |
| merchant_name: 0.448 |
| date: 0.881 |
| total_amount: 0.724 |
| invoice_id: 1.0 |
| payment_method: 0.92 |
| macro_test: 0.795 |
| created: '2026-05-31T10:10:22' |
| v4: |
| path: /data/nvidia-ai-workspace/models/kie/v4/model.joblib |
| stage: production |
| metrics: |
| n_train: 532 |
| n_test: 134 |
| n_examples: 23378 |
| pos_rate: 0.093 |
| field_exact_match_train: |
| merchant_name: 0.389 |
| date: 0.869 |
| total_amount: 0.669 |
| invoice_id: 1.0 |
| payment_method: 0.947 |
| macro_train: 0.775 |
| field_exact_match_test: |
| merchant_name: 0.448 |
| date: 0.881 |
| total_amount: 0.724 |
| invoice_id: 1.0 |
| payment_method: 0.92 |
| macro_test: 0.795 |
| created: '2026-05-31T10:41:13' |
| lineage: |
| datasets: |
| - /data/nvidia-ai-workspace/data/sroie/train |
| - /data/nvidia-ai-workspace/data/receipts |
| seed: 42 |
| n_train_records: 532 |
| n_examples: 23378 |
| model: StandardScaler+CalibratedClassifierCV(LogReg,sigmoid) |
| production: v4 |
| doctype: |
| active: v3 |
| production: v3 |
| versions: |
| v1: |
| path: /data/nvidia-ai-workspace/models/doctype/v1/model.joblib |
| stage: production |
| metrics: |
| test_accuracy: 1.0 |
| n_receipt: 120 |
| n_statement: 100 |
| created: '2026-05-31T14:29:51' |
| lineage: |
| receipts: /data/nvidia-ai-workspace/data/receipts |
| statements: /data/nvidia-ai-workspace/data/statements |
| seed: 42 |
| v2: |
| path: /data/nvidia-ai-workspace/models/doctype/v2/model.joblib |
| stage: production |
| metrics: |
| test_accuracy: 1.0 |
| n_receipt: 666 |
| n_statement: 100 |
| created: '2026-05-31T14:31:30' |
| lineage: |
| receipts: |
| - /data/nvidia-ai-workspace/data/sroie/train |
| - /data/nvidia-ai-workspace/data/receipts |
| statements: /data/nvidia-ai-workspace/data/statements |
| seed: 42 |
| v3: |
| path: /data/nvidia-ai-workspace/models/doctype/v3/model.joblib |
| stage: production |
| metrics: |
| test_accuracy: 1.0 |
| n_receipt: 666 |
| n_statement: 160 |
| n_payment_order: 80 |
| created: '2026-05-31T14:53:07' |
| lineage: |
| receipts: |
| - /data/nvidia-ai-workspace/data/sroie/train |
| - /data/nvidia-ai-workspace/data/receipts |
| statements: |
| - /data/nvidia-ai-workspace/data/statements |
| - /data/nvidia-ai-workspace/data/statements_hard |
| seed: 42 |
|
|
