Commit ·
e359990
1
Parent(s): a2a0833
Upload 10 files
Browse files- config.json +45 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- run_config.json +50 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +64 -0
- trainer_state.json +195 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
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{
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"_name_or_path": "LennartKeller/nystromformer-gottbert-base-8192",
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"architectures": [
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"NystromformerForSequenceClassification"
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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": null,
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"conv_kernel_size": 65,
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"eos_token_id": 2,
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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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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"inv_coeff_init_option": false,
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"label2id": {
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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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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 8192,
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"model_type": "nystromformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_landmarks": 64,
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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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"segment_means_seq_len": 64,
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"torch_dtype": "float32",
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"transformers_version": "4.23.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 52009
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ba04dc85ea3bbbb275d3c3de1199e2ec42ecab655fe79a3fbe8998bedde3800b
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size 527720853
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run_config.json
ADDED
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{
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"_CHeeSEArguments": "CHeeSEArguments",
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"model_name_or_path": "LennartKeller/nystromformer-gottbert-base-8192",
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"dataset_path": "./dataset.py",
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"metric_path": "./metric.py",
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"task": "stance_detection",
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"first_sentence_inputs": [
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"question"
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],
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"second_sentence_inputs": [
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"title",
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"snippet",
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"paragraphs"
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],
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"labels_to_predict": [
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"stance"
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],
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"_CHeeSETrainingArguments": "CHeeSETrainingArguments",
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"do_train": true,
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"do_eval": true,
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"do_predict": true,
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"do_cross_validation": false,
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"output_dir": "/netscratch/schnitzler/nystromformer-8",
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"logging_dir": "/netscratch/schnitzler/nystromformer-8",
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"save_total_limit": 3,
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"log_to_file": true,
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"logging_strategy": "steps",
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"logging_steps": 50,
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"cross_validation_folds": 5,
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"save_steps": 1000,
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"evaluation_strategy": "steps",
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"eval_steps": 500,
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"seed": 121,
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"num_train_epochs": 4,
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"per_device_train_batch_size": 8,
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"per_device_eval_batch_size": 8,
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"learning_rate": 3e-05,
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"prediction_csv_kwargs": {
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"index": false
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},
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"prediction_columns_to_include": [
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"title",
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"snippet",
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"paragraphs",
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"question",
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"labels",
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"stance"
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],
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"overwrite_output_dir": true
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}
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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{
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"add_prefix_space": false,
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"bos_token": {
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"__type": "AddedToken",
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"__type": "AddedToken",
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"content": "<s>",
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"lstrip": false,
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| 15 |
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"normalized": true,
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| 16 |
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"rstrip": false,
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| 17 |
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"single_word": false
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| 18 |
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},
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"eos_token": {
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"__type": "AddedToken",
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"errors": "replace",
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"mask_token": {
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"__type": "AddedToken",
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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| 34 |
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"single_word": false
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| 35 |
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},
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| 36 |
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"name_or_path": "LennartKeller/nystromformer-gottbert-base-8192",
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| 37 |
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"pad_token": {
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| 38 |
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"__type": "AddedToken",
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| 39 |
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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| 45 |
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"sep_token": {
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| 46 |
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"__type": "AddedToken",
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| 47 |
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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| 51 |
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"single_word": false
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},
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| 53 |
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"special_tokens_map_file": null,
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| 54 |
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"tokenizer_class": "RobertaTokenizer",
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| 55 |
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"trim_offsets": true,
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| 56 |
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"unk_token": {
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| 57 |
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"__type": "AddedToken",
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| 58 |
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"content": "<unk>",
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| 59 |
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"lstrip": false,
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| 60 |
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"normalized": true,
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| 61 |
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"rstrip": false,
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| 62 |
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"single_word": false
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| 63 |
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}
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}
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trainer_state.json
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