Training in progress, epoch 0
Browse files- .gitignore +1 -0
- config.json +45 -0
- last-checkpoint/config.json +45 -0
- last-checkpoint/merges.txt +0 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/pytorch_model.bin +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +15 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +15 -0
- last-checkpoint/trainer_state.json +32 -0
- last-checkpoint/training_args.bin +3 -0
- last-checkpoint/vocab.json +0 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- runs/Apr20_23-46-24_jupyter/events.out.tfevents.1713656793.jupyter.2697769.0 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "ltuzova/cs_domain_pretrained_model",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": 0.1,
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"eos_token_id": 2,
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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": "Background",
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"1": "CompareOrContrast",
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"2": "Uses",
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"3": "Motivation",
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"4": "Future",
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"5": "Extends"
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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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"Background": 0,
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"CompareOrContrast": 1,
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"Extends": 5,
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"Future": 4,
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"Motivation": 3,
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"Uses": 2
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_of_labels": 6,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.30.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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last-checkpoint/config.json
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{
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"_name_or_path": "ltuzova/cs_domain_pretrained_model",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": 0.1,
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"eos_token_id": 2,
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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": "Background",
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"1": "CompareOrContrast",
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"2": "Uses",
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"3": "Motivation",
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"4": "Future",
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"5": "Extends"
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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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"Background": 0,
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"CompareOrContrast": 1,
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"Extends": 5,
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"Future": 4,
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"Motivation": 3,
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"Uses": 2
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_of_labels": 6,
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| 37 |
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.30.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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last-checkpoint/merges.txt
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last-checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 997319621
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last-checkpoint/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 498674357
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last-checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14575
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last-checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 627
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last-checkpoint/special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
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{
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"add_prefix_space": false,
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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last-checkpoint/trainer_state.json
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{
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"best_metric": 0.2652136752136752,
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"best_model_checkpoint": "citation_intent_classification_roberta_dapt/checkpoint-105",
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"epoch": 0.995260663507109,
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"global_step": 105,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.95,
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"learning_rate": 1.9250253292806485e-05,
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"loss": 1.4812,
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"step": 100
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.6228070175438597,
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"eval_f1_macro": 0.2652136752136752,
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"eval_loss": 1.1202526092529297,
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"eval_runtime": 0.3252,
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"eval_samples_per_second": 350.595,
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"eval_steps_per_second": 24.603,
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"step": 105
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}
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],
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"max_steps": 1050,
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"num_train_epochs": 10,
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"total_flos": 88083700250400.0,
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"trial_name": null,
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"trial_params": null
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}
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last-checkpoint/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a82ba2d5725c467bfc3412179472a4ca7b1afb1409e3c26c41d2afbb8ac6165b
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size 4027
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last-checkpoint/vocab.json
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merges.txt
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pytorch_model.bin
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oid sha256:66fa2d4d1438d9e3c80629c01a36932041dd5fe913de0ae7c56339dca851b0eb
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size 498674357
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runs/Apr20_23-46-24_jupyter/events.out.tfevents.1713656793.jupyter.2697769.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:b4fd980c53c2dc5d30fe4b5c1033afc34ed5fc61705536004286df9f6ef5dc9e
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size 4912
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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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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"add_prefix_space": false,
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a82ba2d5725c467bfc3412179472a4ca7b1afb1409e3c26c41d2afbb8ac6165b
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size 4027
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vocab.json
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