Initial commit: BERT intent + sub-intent model
Browse files- checkpoint-28/config.json +48 -0
- checkpoint-28/model.safetensors +3 -0
- checkpoint-28/optimizer.pt +3 -0
- checkpoint-28/rng_state.pth +3 -0
- checkpoint-28/scaler.pt +3 -0
- checkpoint-28/scheduler.pt +3 -0
- checkpoint-28/trainer_state.json +49 -0
- checkpoint-28/training_args.bin +3 -0
- checkpoint-56/config.json +48 -0
- checkpoint-56/model.safetensors +3 -0
- checkpoint-56/optimizer.pt +3 -0
- checkpoint-56/rng_state.pth +3 -0
- checkpoint-56/scaler.pt +3 -0
- checkpoint-56/scheduler.pt +3 -0
- checkpoint-56/trainer_state.json +64 -0
- checkpoint-56/training_args.bin +3 -0
- checkpoint-84/config.json +48 -0
- checkpoint-84/model.safetensors +3 -0
- checkpoint-84/optimizer.pt +3 -0
- checkpoint-84/rng_state.pth +3 -0
- checkpoint-84/scaler.pt +3 -0
- checkpoint-84/scheduler.pt +3 -0
- checkpoint-84/trainer_state.json +86 -0
- checkpoint-84/training_args.bin +3 -0
- config.json +48 -0
- label_encoder.pkl +3 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer_config.json +58 -0
- vocab.txt +0 -0
checkpoint-28/config.json
ADDED
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{
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"dtype": "float32",
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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| 26 |
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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| 40 |
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"num_hidden_layers": 12,
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| 41 |
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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| 44 |
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"transformers_version": "4.57.2",
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| 45 |
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"type_vocab_size": 2,
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| 46 |
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"use_cache": true,
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"vocab_size": 30522
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}
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checkpoint-28/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b6ca544a4f0d33358ab21506d093377e2f541b31d0b2fe90c5848f58d5ace565
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size 437980180
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checkpoint-28/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:db8516dfc9c12ae86636d69dd42b6f0c534a43aeabdb26f13f660cba9f39710e
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size 876084619
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checkpoint-28/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c506c253ef23168b9d0c5e7518320637288fd274058072121ad3cfea8fc2f04e
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size 14645
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checkpoint-28/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:95e2b913b0f901f80a1e35e8f1137d218d95c68d76b7d730e016715684b4c55f
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size 1383
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checkpoint-28/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9001498ec83768bc3fe671a65ef2552b04ac5230373b6d50f12aad62af734020
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size 1465
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checkpoint-28/trainer_state.json
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{
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"best_global_step": 28,
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| 3 |
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"best_metric": 1.9462890625,
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| 4 |
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"best_model_checkpoint": "./final_intent_model/checkpoint-28",
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"epoch": 1.0,
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| 6 |
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"eval_steps": 500,
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| 7 |
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"global_step": 28,
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| 8 |
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"is_hyper_param_search": false,
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| 9 |
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
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{
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| 13 |
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"epoch": 0.7142857142857143,
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| 14 |
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"grad_norm": 6.867106914520264,
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| 15 |
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"learning_rate": 1.5476190476190476e-05,
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| 16 |
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"loss": 2.1539,
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| 17 |
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"step": 20
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| 18 |
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},
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{
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"epoch": 1.0,
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| 21 |
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"eval_loss": 1.9462890625,
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| 22 |
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"eval_runtime": 0.1331,
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| 23 |
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"eval_samples_per_second": 420.644,
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| 24 |
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"eval_steps_per_second": 52.581,
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| 25 |
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"step": 28
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}
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],
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| 28 |
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"logging_steps": 20,
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| 29 |
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"max_steps": 84,
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| 30 |
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"num_input_tokens_seen": 0,
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| 31 |
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"num_train_epochs": 3,
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| 32 |
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"save_steps": 500,
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| 33 |
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"stateful_callbacks": {
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| 34 |
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"TrainerControl": {
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| 35 |
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"args": {
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| 36 |
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"should_epoch_stop": false,
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| 37 |
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"should_evaluate": false,
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| 38 |
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"should_log": false,
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| 39 |
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"should_save": true,
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| 40 |
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"should_training_stop": false
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| 41 |
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},
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| 42 |
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"attributes": {}
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| 43 |
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}
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| 44 |
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},
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| 45 |
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"total_flos": 14472017556480.0,
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| 46 |
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"train_batch_size": 8,
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| 47 |
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"trial_name": null,
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| 48 |
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"trial_params": null
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}
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checkpoint-28/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b187d6545a6add2d493c88a2933240f32944d38ab96c27f88801dc7f2514c2e0
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size 5841
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checkpoint-56/config.json
ADDED
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{
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| 2 |
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"architectures": [
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| 3 |
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"BertForSequenceClassification"
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| 4 |
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],
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| 5 |
+
"attention_probs_dropout_prob": 0.1,
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| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"dtype": "float32",
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
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| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
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| 12 |
+
"id2label": {
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| 13 |
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"0": "LABEL_0",
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| 14 |
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"1": "LABEL_1",
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| 15 |
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"2": "LABEL_2",
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| 16 |
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"3": "LABEL_3",
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| 17 |
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"4": "LABEL_4",
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| 18 |
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"5": "LABEL_5",
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| 19 |
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"6": "LABEL_6",
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| 20 |
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"7": "LABEL_7",
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| 21 |
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"8": "LABEL_8"
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| 22 |
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},
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| 23 |
+
"initializer_range": 0.02,
|
| 24 |
+
"intermediate_size": 3072,
|
| 25 |
+
"label2id": {
|
| 26 |
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"LABEL_0": 0,
|
| 27 |
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"LABEL_1": 1,
|
| 28 |
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"LABEL_2": 2,
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| 29 |
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"LABEL_3": 3,
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| 30 |
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"LABEL_4": 4,
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| 31 |
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"LABEL_5": 5,
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| 32 |
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"LABEL_6": 6,
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| 33 |
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"LABEL_7": 7,
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| 34 |
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"LABEL_8": 8
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| 35 |
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},
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| 36 |
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"layer_norm_eps": 1e-12,
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| 37 |
+
"max_position_embeddings": 512,
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| 38 |
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"model_type": "bert",
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| 39 |
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"num_attention_heads": 12,
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| 40 |
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"num_hidden_layers": 12,
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| 41 |
+
"pad_token_id": 0,
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| 42 |
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"position_embedding_type": "absolute",
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| 43 |
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"problem_type": "single_label_classification",
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| 44 |
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"transformers_version": "4.57.2",
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| 45 |
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"type_vocab_size": 2,
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| 46 |
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"use_cache": true,
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| 47 |
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"vocab_size": 30522
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| 48 |
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}
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checkpoint-56/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d39ef46c03763d9d5b9999adb1ce99b6cefc8958b2107ce74ca7ef2073319bbf
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| 3 |
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size 437980180
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checkpoint-56/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c9dac0368891441668253f8f0611f611bc7b1a43cc853f8e93220a6532a3597d
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| 3 |
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size 876084619
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checkpoint-56/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d4c7d255aaecf99971af7743447fbcbd039ee15c701cda88e044a079b53d4b60
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size 14645
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checkpoint-56/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d011c62b21f2c6f291654a1b16e52cea3df018a40532531500f90fb38b095b8c
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size 1383
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checkpoint-56/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1465
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checkpoint-56/trainer_state.json
ADDED
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{
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| 2 |
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"best_global_step": 56,
|
| 3 |
+
"best_metric": 1.5284249782562256,
|
| 4 |
+
"best_model_checkpoint": "./final_intent_model/checkpoint-56",
|
| 5 |
+
"epoch": 2.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 56,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
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"is_local_process_zero": true,
|
| 10 |
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"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
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{
|
| 13 |
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"epoch": 0.7142857142857143,
|
| 14 |
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"grad_norm": 6.867106914520264,
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| 15 |
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"learning_rate": 1.5476190476190476e-05,
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| 16 |
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"loss": 2.1539,
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| 17 |
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"step": 20
|
| 18 |
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},
|
| 19 |
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{
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| 20 |
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"epoch": 1.0,
|
| 21 |
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"eval_loss": 1.9462890625,
|
| 22 |
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"eval_runtime": 0.1331,
|
| 23 |
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"eval_samples_per_second": 420.644,
|
| 24 |
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"eval_steps_per_second": 52.581,
|
| 25 |
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"step": 28
|
| 26 |
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},
|
| 27 |
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{
|
| 28 |
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"epoch": 1.4285714285714286,
|
| 29 |
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"grad_norm": 6.846766471862793,
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| 30 |
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"learning_rate": 1.0714285714285714e-05,
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| 31 |
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"loss": 1.9324,
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| 32 |
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"step": 40
|
| 33 |
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},
|
| 34 |
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{
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| 49 |
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| 50 |
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checkpoint-56/training_args.bin
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checkpoint-84/config.json
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checkpoint-84/model.safetensors
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checkpoint-84/training_args.bin
ADDED
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config.json
ADDED
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label_encoder.pkl
ADDED
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special_tokens_map.json
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "[MASK]",
|
| 50 |
+
"model_max_length": 512,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "BertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
vocab.txt
ADDED
|
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|
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