Training in progress, epoch 1
Browse files- config.json +35 -0
- model.safetensors +3 -0
- run-0/checkpoint-820/config.json +35 -0
- run-0/checkpoint-820/model.safetensors +3 -0
- run-0/checkpoint-820/optimizer.pt +3 -0
- run-0/checkpoint-820/rng_state.pth +3 -0
- run-0/checkpoint-820/scheduler.pt +3 -0
- run-0/checkpoint-820/special_tokens_map.json +7 -0
- run-0/checkpoint-820/tokenizer.json +0 -0
- run-0/checkpoint-820/tokenizer_config.json +55 -0
- run-0/checkpoint-820/trainer_state.json +54 -0
- run-0/checkpoint-820/training_args.bin +3 -0
- run-0/checkpoint-820/vocab.txt +0 -0
- runs/Jul17_22-58-25_10dbc3c42dd8/events.out.tfevents.1721257299.10dbc3c42dd8.34.3 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "distilbert/distilbert-base-uncased",
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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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| 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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"hidden_dim": 3072,
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| 11 |
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"id2label": {
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"0": "Not-Applicable",
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"1": "Closed",
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"2": "Open"
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},
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"initializer_range": 0.02,
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"label2id": {
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"Closed": 1,
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"Not-Applicable": 0,
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"Open": 2
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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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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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"vocab_size": 30522
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9be3d9f270ed98c53255781454631f8140be091dcbbc82d42aabd274b1764441
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size 267835644
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run-0/checkpoint-820/config.json
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{
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"_name_or_path": "distilbert/distilbert-base-uncased",
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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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"dim": 768,
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| 9 |
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"dropout": 0.1,
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"hidden_dim": 3072,
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| 11 |
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"id2label": {
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"0": "Not-Applicable",
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"1": "Closed",
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"2": "Open"
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},
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"initializer_range": 0.02,
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| 17 |
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"label2id": {
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"Closed": 1,
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"Not-Applicable": 0,
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"Open": 2
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},
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"max_position_embeddings": 512,
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| 23 |
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"model_type": "distilbert",
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"n_heads": 12,
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| 25 |
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"n_layers": 6,
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| 26 |
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"pad_token_id": 0,
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| 27 |
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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| 29 |
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"seq_classif_dropout": 0.2,
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| 30 |
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"sinusoidal_pos_embds": false,
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| 31 |
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"tie_weights_": true,
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| 32 |
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"torch_dtype": "float32",
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| 33 |
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"transformers_version": "4.41.2",
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"vocab_size": 30522
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}
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run-0/checkpoint-820/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9be3d9f270ed98c53255781454631f8140be091dcbbc82d42aabd274b1764441
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size 267835644
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run-0/checkpoint-820/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:817e0f292650f9cfc33206a0285d97617f1f7ce76d39552c387d22bf379a643e
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size 535733434
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run-0/checkpoint-820/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:18c5609abf7e1426dcd5ca0d52e7a2eb41ee5de293c1214281185857fa19e6a0
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size 14308
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run-0/checkpoint-820/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:86b06be0364efbaa6689f10c239ffc7074277f19bc7456d08e2a8637501475fc
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size 1064
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run-0/checkpoint-820/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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run-0/checkpoint-820/tokenizer.json
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run-0/checkpoint-820/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": false,
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| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false,
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| 9 |
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"special": true
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| 10 |
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},
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| 11 |
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"100": {
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| 12 |
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"content": "[UNK]",
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| 13 |
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"lstrip": false,
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| 14 |
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"normalized": false,
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| 15 |
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"rstrip": false,
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| 16 |
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"single_word": false,
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| 17 |
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"special": true
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| 18 |
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},
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| 19 |
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"101": {
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| 20 |
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"content": "[CLS]",
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| 21 |
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"lstrip": false,
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| 22 |
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"normalized": false,
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| 23 |
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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| 26 |
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},
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| 27 |
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"102": {
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| 28 |
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"content": "[SEP]",
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| 29 |
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"lstrip": false,
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| 30 |
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"normalized": false,
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| 31 |
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"rstrip": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"103": {
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| 36 |
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"content": "[MASK]",
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| 37 |
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"lstrip": false,
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| 38 |
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"normalized": false,
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| 39 |
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"rstrip": false,
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| 40 |
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"single_word": false,
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| 41 |
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"special": true
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| 42 |
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}
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| 43 |
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},
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| 44 |
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"clean_up_tokenization_spaces": true,
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| 45 |
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"cls_token": "[CLS]",
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| 46 |
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"do_lower_case": true,
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| 47 |
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"mask_token": "[MASK]",
|
| 48 |
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"model_max_length": 512,
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| 49 |
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"pad_token": "[PAD]",
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| 50 |
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"sep_token": "[SEP]",
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| 51 |
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"strip_accents": null,
|
| 52 |
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"tokenize_chinese_chars": true,
|
| 53 |
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"tokenizer_class": "DistilBertTokenizer",
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| 54 |
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"unk_token": "[UNK]"
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| 55 |
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}
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run-0/checkpoint-820/trainer_state.json
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{
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| 2 |
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"best_metric": 0.32205894589424133,
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| 3 |
+
"best_model_checkpoint": "bert-finetuned-das/run-0/checkpoint-820",
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| 4 |
+
"epoch": 1.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 820,
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| 7 |
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"is_hyper_param_search": true,
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| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
+
"epoch": 0.6097560975609756,
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| 13 |
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"grad_norm": 6.909906387329102,
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| 14 |
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"learning_rate": 1.2707321441211695e-05,
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| 15 |
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"loss": 0.482,
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| 16 |
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"step": 500
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| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 1.0,
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| 20 |
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"eval_accuracy": 0.8989037758830695,
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| 21 |
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"eval_loss": 0.32205894589424133,
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| 22 |
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"eval_runtime": 2.1237,
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| 23 |
+
"eval_samples_per_second": 386.598,
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| 24 |
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"eval_steps_per_second": 24.486,
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| 25 |
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"step": 820
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| 26 |
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}
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| 27 |
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],
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| 28 |
+
"logging_steps": 500,
|
| 29 |
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"max_steps": 3280,
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| 30 |
+
"num_input_tokens_seen": 0,
|
| 31 |
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"num_train_epochs": 4,
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| 32 |
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"save_steps": 500,
|
| 33 |
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"stateful_callbacks": {
|
| 34 |
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"TrainerControl": {
|
| 35 |
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"args": {
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| 36 |
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"should_epoch_stop": false,
|
| 37 |
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"should_evaluate": false,
|
| 38 |
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"should_log": false,
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| 39 |
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"should_save": true,
|
| 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": 41842850843448.0,
|
| 46 |
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"train_batch_size": 4,
|
| 47 |
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"trial_name": null,
|
| 48 |
+
"trial_params": {
|
| 49 |
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"learning_rate": 1.4992810909055526e-05,
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| 50 |
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"num_train_epochs": 4,
|
| 51 |
+
"per_device_train_batch_size": 4,
|
| 52 |
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"seed": 20
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| 53 |
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}
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| 54 |
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}
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run-0/checkpoint-820/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7b0f5d683ba7842a9befa31fbd56c9c9d4eb9148c126c4076136fed0b561b05d
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| 3 |
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size 5112
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run-0/checkpoint-820/vocab.txt
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runs/Jul17_22-58-25_10dbc3c42dd8/events.out.tfevents.1721257299.10dbc3c42dd8.34.3
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version https://git-lfs.github.com/spec/v1
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oid sha256:f0f06390e4b804b0194e5ab8ee8b2949f75508d53f458bf1d625519f25a85284
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size 5431
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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| 5 |
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.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_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b0f5d683ba7842a9befa31fbd56c9c9d4eb9148c126c4076136fed0b561b05d
|
| 3 |
+
size 5112
|
vocab.txt
ADDED
|
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|
|
|