Training in progress, epoch 1
Browse files- config.json +35 -0
- model.safetensors +3 -0
- run-0/checkpoint-40/config.json +35 -0
- run-0/checkpoint-40/model.safetensors +3 -0
- run-0/checkpoint-40/optimizer.pt +3 -0
- run-0/checkpoint-40/rng_state.pth +3 -0
- run-0/checkpoint-40/scheduler.pt +3 -0
- run-0/checkpoint-40/special_tokens_map.json +7 -0
- run-0/checkpoint-40/tokenizer.json +0 -0
- run-0/checkpoint-40/tokenizer_config.json +55 -0
- run-0/checkpoint-40/trainer_state.json +39 -0
- run-0/checkpoint-40/training_args.bin +3 -0
- run-0/checkpoint-40/vocab.txt +0 -0
- runs/Nov29_01-02-41_37a4be0f03a9/events.out.tfevents.1701219771.37a4be0f03a9.346.0 +3 -0
- runs/Nov29_01-02-41_37a4be0f03a9/events.out.tfevents.1701220434.37a4be0f03a9.346.1 +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-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": "CAROLL",
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"1": "DICKENS",
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"2": "DOYLE"
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},
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"initializer_range": 0.02,
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"label2id": {
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"CAROLL": 0,
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"DICKENS": 1,
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"DOYLE": 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": "4.35.2",
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"vocab_size": 30522
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| 35 |
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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:e20c8f88e8d41543d8c729c178b45d847dbc04c7cf96d3177c90444061f869df
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size 267835644
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run-0/checkpoint-40/config.json
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{
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"_name_or_path": "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": "CAROLL",
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| 13 |
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"1": "DICKENS",
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"2": "DOYLE"
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},
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"initializer_range": 0.02,
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"label2id": {
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"CAROLL": 0,
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| 19 |
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"DICKENS": 1,
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| 20 |
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"DOYLE": 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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| 28 |
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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": "4.35.2",
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| 34 |
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"vocab_size": 30522
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| 35 |
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}
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run-0/checkpoint-40/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e20c8f88e8d41543d8c729c178b45d847dbc04c7cf96d3177c90444061f869df
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size 267835644
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run-0/checkpoint-40/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2050e43490f4cb958a5087400230f02b07be993c3bdbde7f2667c7e4cd033080
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size 535733434
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run-0/checkpoint-40/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:01be77cdfecdc21b4d6c86a19ff68a064cf7cf042ebced8dac666c9efbfed844
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size 14308
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run-0/checkpoint-40/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e6e209206b647d613b19aeadf8c43c48c3f456ffb89c508f6202965dd4735ab
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size 1064
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run-0/checkpoint-40/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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run-0/checkpoint-40/tokenizer.json
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run-0/checkpoint-40/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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| 4 |
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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,
|
| 14 |
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"normalized": false,
|
| 15 |
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"rstrip": false,
|
| 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": {
|
| 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,
|
| 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
|
| 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
|
| 34 |
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},
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| 35 |
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"103": {
|
| 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,
|
| 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
|
| 42 |
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}
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| 43 |
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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,
|
| 47 |
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"mask_token": "[MASK]",
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| 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 |
+
"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-40/trainer_state.json
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{
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| 2 |
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"best_metric": 0.6509983539581299,
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| 3 |
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"best_model_checkpoint": "DistilBERT-PD_Books/run-0/checkpoint-40",
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| 4 |
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"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": 40,
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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,
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| 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 |
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"epoch": 1.0,
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| 13 |
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"eval_accuracy": 0.7670025188916877,
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| 14 |
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"eval_loss": 0.6509983539581299,
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| 15 |
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"eval_macro-f1": 0.5270807467897716,
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| 16 |
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"eval_macro-precision": 0.542500245170148,
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| 17 |
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"eval_macro-recall": 0.5384682667413058,
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| 18 |
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"eval_micro-f1": 0.7670025188916877,
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| 19 |
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"eval_micro-precision": 0.7670025188916877,
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| 20 |
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"eval_micro-recall": 0.7670025188916877,
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| 21 |
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"eval_runtime": 15.5812,
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| 22 |
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"eval_samples_per_second": 50.959,
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| 23 |
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"eval_steps_per_second": 3.209,
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| 24 |
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"step": 40
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| 25 |
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}
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| 26 |
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],
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| 27 |
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"logging_steps": 500,
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| 28 |
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"max_steps": 40,
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| 29 |
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"num_train_epochs": 1,
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| 30 |
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"save_steps": 500,
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| 31 |
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"total_flos": 0,
|
| 32 |
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"trial_name": null,
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| 33 |
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"trial_params": {
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| 34 |
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"learning_rate": 3.259055737199275e-05,
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| 35 |
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"num_train_epochs": 1,
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| 36 |
+
"per_device_train_batch_size": 8,
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| 37 |
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"seed": 14
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| 38 |
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}
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| 39 |
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}
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run-0/checkpoint-40/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2dc1986db770be354e8a8d2f540ffd5dae2b6492c3e0296072f43b11a1be16d
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| 3 |
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size 4600
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run-0/checkpoint-40/vocab.txt
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runs/Nov29_01-02-41_37a4be0f03a9/events.out.tfevents.1701219771.37a4be0f03a9.346.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a12fc2b5692c82375b5b9e783b977c6fa0a3d1216d0ec8d7d1f51ea8d5ece008
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size 4266
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runs/Nov29_01-02-41_37a4be0f03a9/events.out.tfevents.1701220434.37a4be0f03a9.346.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:8672517d7a2d2fba3ed376da9ac05cb92e54bc33c17c685228ad9426e21f4e3e
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size 9437
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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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| 4 |
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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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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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| 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:e2dc1986db770be354e8a8d2f540ffd5dae2b6492c3e0296072f43b11a1be16d
|
| 3 |
+
size 4600
|
vocab.txt
ADDED
|
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|
|
|