Upload fine-tuned DistilBERT intent classifier (6 intents, test F1 macro 0.94)
Browse files- config.json +45 -0
- eval_results.json +103 -0
- labels.json +18 -0
- model.safetensors +3 -0
- runs/checkpoint-3336/config.json +45 -0
- runs/checkpoint-3336/model.safetensors +3 -0
- runs/checkpoint-3336/tokenizer.json +0 -0
- runs/checkpoint-3336/tokenizer_config.json +15 -0
- runs/checkpoint-3336/trainer_state.json +535 -0
- runs/checkpoint-3336/training_args.bin +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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| 7 |
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"bos_token_id": null,
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| 8 |
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"dim": 768,
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| 9 |
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"dropout": 0.1,
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| 10 |
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"dtype": "float32",
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| 11 |
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"eos_token_id": null,
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| 12 |
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"hidden_dim": 3072,
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| 13 |
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"id2label": {
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"0": "booking",
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"1": "complaint",
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"2": "farewell",
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"3": "greeting",
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"4": "inquiry",
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"5": "other"
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},
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"initializer_range": 0.02,
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"label2id": {
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"booking": 0,
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"complaint": 1,
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"farewell": 2,
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"greeting": 3,
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"inquiry": 4,
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"other": 5
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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| 36 |
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"problem_type": "single_label_classification",
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| 37 |
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"qa_dropout": 0.1,
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| 38 |
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"seq_classif_dropout": 0.2,
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| 39 |
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"sinusoidal_pos_embds": false,
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| 40 |
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"tie_weights_": true,
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| 41 |
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"tie_word_embeddings": true,
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| 42 |
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"transformers_version": "5.8.0",
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"use_cache": false,
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"vocab_size": 119547
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}
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eval_results.json
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{
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"model_name": "distilbert-base-multilingual-cased",
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"task": "intent",
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"num_labels": 6,
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"labels": {
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"booking": 0,
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"complaint": 1,
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| 8 |
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"farewell": 2,
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| 9 |
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"greeting": 3,
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| 10 |
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"inquiry": 4,
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| 11 |
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"other": 5
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},
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"source_checkpoint": "models/intent_classifier/runs/checkpoint-3336",
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"test_metrics": {
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| 15 |
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"test_loss": 0.34578752517700195,
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| 16 |
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"test_model_preparation_time": 0.0051,
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| 17 |
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"test_accuracy": 0.9244604316546763,
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| 18 |
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"test_f1": 0.9245594281209359,
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| 19 |
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"test_f1_macro": 0.9371155856970953,
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| 20 |
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"test_precision": 0.9249189058091933,
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| 21 |
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"test_recall": 0.9244604316546763,
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| 22 |
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"test_runtime": 20.6374,
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| 23 |
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"test_samples_per_second": 107.766,
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| 24 |
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"test_steps_per_second": 6.735,
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| 25 |
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"epoch": 0.0
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},
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"classification_report": {
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| 28 |
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"booking": {
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"precision": 0.8782961460446247,
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| 30 |
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"recall": 0.9173728813559322,
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| 31 |
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"f1-score": 0.8974093264248705,
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"support": 472.0
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},
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"complaint": {
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"precision": 0.9978401727861771,
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| 36 |
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"recall": 0.9978401727861771,
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| 37 |
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"f1-score": 0.9978401727861771,
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| 38 |
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"support": 463.0
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| 39 |
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},
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"farewell": {
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"precision": 1.0,
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| 42 |
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"recall": 0.9743589743589743,
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"f1-score": 0.987012987012987,
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"support": 156.0
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},
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"greeting": {
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"precision": 0.9893048128342246,
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"recall": 0.9685863874345549,
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| 49 |
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"f1-score": 0.9788359788359788,
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"support": 191.0
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},
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"inquiry": {
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"precision": 0.8790496760259179,
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| 54 |
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"recall": 0.8641188959660298,
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| 55 |
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"f1-score": 0.8715203426124197,
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| 56 |
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"support": 471.0
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| 57 |
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},
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| 58 |
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"other": {
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| 59 |
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"precision": 0.8948497854077253,
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| 60 |
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"recall": 0.8853503184713376,
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| 61 |
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"f1-score": 0.8900747065101388,
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| 62 |
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"support": 471.0
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| 63 |
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},
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"accuracy": 0.9244604316546763,
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| 65 |
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"macro avg": {
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| 66 |
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"precision": 0.9398900988497783,
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| 67 |
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"recall": 0.9346046050621677,
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| 68 |
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"f1-score": 0.9371155856970953,
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| 69 |
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"support": 2224.0
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| 70 |
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},
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| 71 |
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"weighted avg": {
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| 72 |
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"precision": 0.9249189058091933,
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| 73 |
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"recall": 0.9244604316546763,
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| 74 |
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"f1-score": 0.9245594281209359,
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| 75 |
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"support": 2224.0
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| 76 |
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}
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| 77 |
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},
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| 78 |
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"per_language": {
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| 79 |
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"AR": {
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| 80 |
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"n": 736,
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| 81 |
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"accuracy": 0.8980978260869565,
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| 82 |
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"f1_weighted": 0.89834321233115,
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| 83 |
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"f1_macro": 0.9153021560624438
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| 84 |
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},
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| 85 |
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"EN": {
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| 86 |
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"n": 751,
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| 87 |
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"accuracy": 0.9494007989347537,
|
| 88 |
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"f1_weighted": 0.9493381733107601,
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| 89 |
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"f1_macro": 0.958871593735452
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| 90 |
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},
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| 91 |
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"FR": {
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| 92 |
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"n": 737,
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| 93 |
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"accuracy": 0.9253731343283582,
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| 94 |
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"f1_weighted": 0.9252881695076642,
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| 95 |
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"f1_macro": 0.9364015453854347
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| 96 |
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}
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| 97 |
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},
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| 98 |
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"training": {
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| 99 |
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"epochs_completed": 3,
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| 100 |
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"epochs_planned": 5,
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| 101 |
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"note": "training stopped at end of epoch 3; checkpoint accepted as final (best eval_f1_macro=0.9402 at epoch 3, curve still improving but optimizer state was not saved due to save_only_model=True)."
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}
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}
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labels.json
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{
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"label_to_id": {
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"booking": 0,
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| 4 |
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"complaint": 1,
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| 5 |
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"farewell": 2,
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| 6 |
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"greeting": 3,
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| 7 |
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"inquiry": 4,
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| 8 |
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"other": 5
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| 9 |
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},
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| 10 |
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"id_to_label": {
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| 11 |
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"0": "booking",
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| 12 |
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"1": "complaint",
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| 13 |
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"2": "farewell",
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| 14 |
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"3": "greeting",
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| 15 |
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"4": "inquiry",
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| 16 |
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"5": "other"
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| 17 |
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}
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| 18 |
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}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a9d49e45733a5967a95156af811b29fb5fe5c6539ae5ee7e3cfcafbc04952ac
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| 3 |
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size 541329680
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runs/checkpoint-3336/config.json
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{
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"activation": "gelu",
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| 3 |
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"architectures": [
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| 4 |
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"DistilBertForSequenceClassification"
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| 5 |
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],
|
| 6 |
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"attention_dropout": 0.1,
|
| 7 |
+
"bos_token_id": null,
|
| 8 |
+
"dim": 768,
|
| 9 |
+
"dropout": 0.1,
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| 10 |
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"dtype": "float32",
|
| 11 |
+
"eos_token_id": null,
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| 12 |
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"hidden_dim": 3072,
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| 13 |
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"id2label": {
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| 14 |
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"0": "booking",
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| 15 |
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"1": "complaint",
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| 16 |
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"2": "farewell",
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| 17 |
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"3": "greeting",
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| 18 |
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"4": "inquiry",
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| 19 |
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"5": "other"
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| 20 |
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},
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| 21 |
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"initializer_range": 0.02,
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| 22 |
+
"label2id": {
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| 23 |
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"booking": 0,
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| 24 |
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"complaint": 1,
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| 25 |
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"farewell": 2,
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| 26 |
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"greeting": 3,
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| 27 |
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"inquiry": 4,
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| 28 |
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"other": 5
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| 29 |
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},
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| 30 |
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"max_position_embeddings": 512,
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| 31 |
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"model_type": "distilbert",
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| 32 |
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"n_heads": 12,
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| 33 |
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"n_layers": 6,
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| 34 |
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"output_past": true,
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| 35 |
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"pad_token_id": 0,
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| 36 |
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"problem_type": "single_label_classification",
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| 37 |
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"qa_dropout": 0.1,
|
| 38 |
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"seq_classif_dropout": 0.2,
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| 39 |
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"sinusoidal_pos_embds": false,
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| 40 |
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"tie_weights_": true,
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| 41 |
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"tie_word_embeddings": true,
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| 42 |
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"transformers_version": "5.8.0",
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| 43 |
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"use_cache": false,
|
| 44 |
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"vocab_size": 119547
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| 45 |
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}
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runs/checkpoint-3336/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a9d49e45733a5967a95156af811b29fb5fe5c6539ae5ee7e3cfcafbc04952ac
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| 3 |
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size 541329680
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runs/checkpoint-3336/tokenizer.json
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runs/checkpoint-3336/tokenizer_config.json
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{
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"backend": "tokenizers",
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| 3 |
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"cls_token": "[CLS]",
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| 4 |
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"do_lower_case": false,
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| 5 |
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"is_local": false,
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| 6 |
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"local_files_only": false,
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| 7 |
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"mask_token": "[MASK]",
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| 8 |
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"model_max_length": 512,
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| 9 |
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"pad_token": "[PAD]",
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| 10 |
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"sep_token": "[SEP]",
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| 11 |
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"strip_accents": null,
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| 12 |
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"tokenize_chinese_chars": true,
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| 13 |
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"tokenizer_class": "BertTokenizer",
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| 14 |
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"unk_token": "[UNK]"
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| 15 |
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}
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runs/checkpoint-3336/trainer_state.json
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:e26f59723a05b29e098d0fcd8c3d0c7efa64a2a616fc00fa0c461cc3edb23094
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| 3 |
+
size 5329
|
tokenizer.json
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tokenizer_config.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"cls_token": "[CLS]",
|
| 4 |
+
"do_lower_case": false,
|
| 5 |
+
"is_local": true,
|
| 6 |
+
"local_files_only": false,
|
| 7 |
+
"mask_token": "[MASK]",
|
| 8 |
+
"model_max_length": 512,
|
| 9 |
+
"pad_token": "[PAD]",
|
| 10 |
+
"sep_token": "[SEP]",
|
| 11 |
+
"strip_accents": null,
|
| 12 |
+
"tokenize_chinese_chars": true,
|
| 13 |
+
"tokenizer_class": "BertTokenizer",
|
| 14 |
+
"unk_token": "[UNK]"
|
| 15 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:056725b756dd2cac913db51cce00c3ebdaf207677f62a1e5d14758fe7e974d5f
|
| 3 |
+
size 5329
|