| { |
| "model_id": "complexity-bilstm-final-v1", |
| "domain": "complexity", |
| "display_name": "Complexity BiLSTM Final v1", |
| "description": "Final BiLSTM with additive attention for CEFR-based text complexity classification.", |
| "is_active": true, |
| "priority": 5, |
| "framework": { |
| "type": "pytorch", |
| "task": "sequence-classification", |
| "library": "torch", |
| "architecture": "bilstm-attention", |
| "embeddings": "fasttext-wiki-news-subwords-300" |
| }, |
| "artifacts": { |
| "weights": [ |
| "models/glove_bilstm_complexity_train_pool_20260307_163358/best_model/best.pt" |
| ], |
| "tokenizer": [], |
| "config": [ |
| "outputs/metrics/cfg_20260310_2125.json", |
| "models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_latest.json" |
| ], |
| "vocabulary": [ |
| "models/shared/vocab.pkl" |
| ], |
| "label_map_file": "models/shared/class2id.json", |
| "label_classes_file": "models/shared/label_classes.json", |
| "label_encoder_file": "models/shared/label_encoder.pkl" |
| }, |
| "model": { |
| "embedding_dim": 300, |
| "hidden_dim": 128, |
| "num_layers": 2, |
| "dropout": 0.3, |
| "bidirectional": true, |
| "attention": "additive", |
| "vocab_size": 50000, |
| "pad_token": "<PAD>", |
| "unk_token": "<UNK>" |
| }, |
| "runtime": { |
| "max_sequence_length": 256, |
| "truncation": true, |
| "padding": true, |
| "batch_size": 1, |
| "device": "cpu", |
| "preprocessing": "normalize_text + preprocess_from_normalized + texts_to_sequences" |
| }, |
| "inference": { |
| "return_probabilities": true, |
| "confidence_method": "softmax_max" |
| }, |
| "ui": { |
| "domain_display_name": "Text Complexity", |
| "color_token": "complexity", |
| "group": "complexity-core" |
| }, |
| "labels": { |
| "type": "single-label-classification", |
| "classes": [ |
| { |
| "id": 0, |
| "name": "A1-A2", |
| "display_name": "A1-A2" |
| }, |
| { |
| "id": 1, |
| "name": "B1-B2", |
| "display_name": "B1-B2" |
| }, |
| { |
| "id": 2, |
| "name": "C1-C2", |
| "display_name": "C1-C2" |
| } |
| ] |
| }, |
| "prod_model_dir": "app/app-models/prod-model-complexity", |
| "artifacts_present": [ |
| "app/app-models/prod-model-complexity/.DS_Store", |
| "app/app-models/prod-model-complexity/best.pt", |
| "app/app-models/prod-model-complexity/label_classes.json", |
| "app/app-models/prod-model-complexity/model-config.yaml", |
| "app/app-models/prod-model-complexity/test_inference.ipynb", |
| "app/app-models/prod-model-complexity/vocab.pkl" |
| ] |
| } |
|
|
