Upload folder using huggingface_hub
Browse files- .gitattributes +3 -0
- README.md +79 -0
- added_tokens.json +59 -0
- all_results.json +22 -0
- checkpoint-12000/added_tokens.json +59 -0
- checkpoint-12000/config.json +59 -0
- checkpoint-12000/generation_config.json +12 -0
- checkpoint-12000/optimizer.pt +3 -0
- checkpoint-12000/pytorch_model.bin +3 -0
- checkpoint-12000/rng_state_0.pth +3 -0
- checkpoint-12000/rng_state_1.pth +3 -0
- checkpoint-12000/rng_state_2.pth +3 -0
- checkpoint-12000/rng_state_3.pth +3 -0
- checkpoint-12000/scheduler.pt +3 -0
- checkpoint-12000/sentencepiece.bpe.model +3 -0
- checkpoint-12000/special_tokens_map.json +63 -0
- checkpoint-12000/tokenizer.json +3 -0
- checkpoint-12000/tokenizer_config.json +528 -0
- checkpoint-12000/trainer_state.json +243 -0
- checkpoint-12000/training_args.bin +3 -0
- checkpoint-18000/added_tokens.json +59 -0
- checkpoint-18000/config.json +59 -0
- checkpoint-18000/generation_config.json +12 -0
- checkpoint-18000/optimizer.pt +3 -0
- checkpoint-18000/pytorch_model.bin +3 -0
- checkpoint-18000/rng_state_0.pth +3 -0
- checkpoint-18000/rng_state_1.pth +3 -0
- checkpoint-18000/rng_state_2.pth +3 -0
- checkpoint-18000/rng_state_3.pth +3 -0
- checkpoint-18000/scheduler.pt +3 -0
- checkpoint-18000/sentencepiece.bpe.model +3 -0
- checkpoint-18000/special_tokens_map.json +63 -0
- checkpoint-18000/tokenizer.json +3 -0
- checkpoint-18000/tokenizer_config.json +528 -0
- checkpoint-18000/trainer_state.json +355 -0
- checkpoint-18000/training_args.bin +3 -0
- config.json +59 -0
- eval_results.json +10 -0
- generated_predictions.txt +0 -0
- generation_config.json +12 -0
- predict_results.json +9 -0
- pytorch_model.bin +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +63 -0
- tokenizer.json +3 -0
- tokenizer_config.json +528 -0
- train_results.json +8 -0
- trainer_state.json +364 -0
- training_args.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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checkpoint-12000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoint-18000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- ko
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- ja
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base_model: facebook/mbart-large-50-many-to-many-mmt
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: tst-translation-output2
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# tst-translation-output2
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This model is a fine-tuned version of [facebook/mbart-large-50-many-to-many-mmt](https://huggingface.co/facebook/mbart-large-50-many-to-many-mmt) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9049
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- Bleu: 10.3643
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- Gen Len: 17.4046
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 16
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 35
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
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| 1.2499 | 0.23 | 1500 | 1.1806 | 6.1112 | 18.0495 |
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| 1.1007 | 0.46 | 3000 | 1.0686 | 7.4845 | 17.6068 |
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| 1.0334 | 0.68 | 4500 | 1.0013 | 9.0076 | 17.6214 |
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| 0.992 | 0.91 | 6000 | 0.9599 | 8.6786 | 17.868 |
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| 0.7881 | 1.14 | 7500 | 0.9644 | 9.2343 | 17.2061 |
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| 0.7675 | 1.37 | 9000 | 0.9427 | 10.0578 | 17.6006 |
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| 0.7665 | 1.59 | 10500 | 0.9238 | 10.436 | 17.2095 |
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| 0.7707 | 1.82 | 12000 | 0.9049 | 10.5971 | 17.2971 |
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| 0.6119 | 2.05 | 13500 | 0.9392 | 10.8369 | 17.3201 |
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| 0.5579 | 2.28 | 15000 | 0.9429 | 10.3486 | 17.3221 |
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| 0.5633 | 2.5 | 16500 | 0.9310 | 10.6114 | 17.3679 |
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| 0.5764 | 2.73 | 18000 | 0.9265 | 9.9612 | 17.1339 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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added_tokens.json
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all_results.json
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{
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"epoch": 2.73,
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"eval_bleu": 10.3643,
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"eval_samples_per_second": 17.269,
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"eval_steps_per_second": 1.08,
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"predict_bleu": 13.1113,
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"predict_gen_len": 17.5101,
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"predict_loss": 0.9021268486976624,
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"predict_runtime": 763.1074,
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"predict_samples": 13173,
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"predict_samples_per_second": 17.262,
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"predict_steps_per_second": 1.08,
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"train_loss": 0.8521621839735243,
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"train_samples_per_second": 122.758,
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"train_steps_per_second": 7.673
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}
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checkpoint-12000/added_tokens.json
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checkpoint-12000/config.json
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{
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"_name_or_path": "facebook/mbart-large-50-many-to-many-mmt",
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"_num_labels": 3,
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"activation_dropout": 0.0,
|
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"activation_function": "relu",
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"add_bias_logits": false,
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"add_final_layer_norm": true,
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"architectures": [
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"MBartForConditionalGeneration"
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],
|
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"attention_dropout": 0.0,
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"early_stopping": true,
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"encoder_attention_heads": 16,
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"encoder_ffn_dim": 4096,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 12,
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"forced_bos_token_id": 250012,
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"gradient_checkpointing": false,
|
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
|
34 |
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|
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|
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|
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|
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|
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|
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|
59 |
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}
|
checkpoint-12000/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
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|
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|
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|
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|
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|
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}
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checkpoint-12000/optimizer.pt
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checkpoint-12000/pytorch_model.bin
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checkpoint-12000/rng_state_0.pth
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checkpoint-12000/rng_state_1.pth
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checkpoint-12000/rng_state_2.pth
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checkpoint-12000/rng_state_3.pth
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checkpoint-12000/scheduler.pt
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checkpoint-12000/sentencepiece.bpe.model
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checkpoint-12000/special_tokens_map.json
ADDED
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|
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
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|
8 |
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|
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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|
37 |
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|
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|
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|
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|
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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|
51 |
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|
52 |
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|
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|
54 |
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|
55 |
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|
56 |
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|
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|
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|
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|
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|
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|
62 |
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|
63 |
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}
|
checkpoint-12000/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
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checkpoint-12000/tokenizer_config.json
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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89 |
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91 |
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92 |
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96 |
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99 |
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|
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|
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|
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|
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|
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|
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122 |
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123 |
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|
124 |
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|
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|
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|
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|
130 |
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|
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|
132 |
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|
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136 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
172 |
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|
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257 |
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|
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|
282 |
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283 |
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284 |
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286 |
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|
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|
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|
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290 |
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292 |
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300 |
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306 |
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308 |
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314 |
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316 |
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320 |
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322 |
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324 |
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330 |
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332 |
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340 |
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346 |
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348 |
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349 |
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350 |
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352 |
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354 |
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355 |
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356 |
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358 |
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362 |
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364 |
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372 |
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379 |
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380 |
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382 |
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383 |
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384 |
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385 |
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386 |
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387 |
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388 |
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390 |
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391 |
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392 |
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393 |
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394 |
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395 |
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396 |
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398 |
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400 |
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402 |
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403 |
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404 |
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405 |
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406 |
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407 |
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408 |
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409 |
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410 |
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411 |
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412 |
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"content": "uk_UA",
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413 |
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414 |
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|
415 |
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|
416 |
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|
417 |
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|
418 |
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419 |
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|
420 |
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|
421 |
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|
422 |
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|
423 |
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|
424 |
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|
425 |
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|
426 |
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427 |
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428 |
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429 |
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430 |
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|
431 |
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|
432 |
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|
433 |
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|
434 |
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|
435 |
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|
436 |
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|
437 |
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|
438 |
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|
439 |
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|
440 |
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441 |
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|
442 |
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443 |
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|
444 |
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|
445 |
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|
446 |
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|
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|
448 |
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|
449 |
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|
450 |
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451 |
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|
452 |
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|
453 |
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|
454 |
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|
455 |
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|
456 |
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|
457 |
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"special": true
|
458 |
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}
|
459 |
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},
|
460 |
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"additional_special_tokens": [
|
461 |
+
"ar_AR",
|
462 |
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|
463 |
+
"de_DE",
|
464 |
+
"en_XX",
|
465 |
+
"es_XX",
|
466 |
+
"et_EE",
|
467 |
+
"fi_FI",
|
468 |
+
"fr_XX",
|
469 |
+
"gu_IN",
|
470 |
+
"hi_IN",
|
471 |
+
"it_IT",
|
472 |
+
"ja_XX",
|
473 |
+
"kk_KZ",
|
474 |
+
"ko_KR",
|
475 |
+
"lt_LT",
|
476 |
+
"lv_LV",
|
477 |
+
"my_MM",
|
478 |
+
"ne_NP",
|
479 |
+
"nl_XX",
|
480 |
+
"ro_RO",
|
481 |
+
"ru_RU",
|
482 |
+
"si_LK",
|
483 |
+
"tr_TR",
|
484 |
+
"vi_VN",
|
485 |
+
"zh_CN",
|
486 |
+
"af_ZA",
|
487 |
+
"az_AZ",
|
488 |
+
"bn_IN",
|
489 |
+
"fa_IR",
|
490 |
+
"he_IL",
|
491 |
+
"hr_HR",
|
492 |
+
"id_ID",
|
493 |
+
"ka_GE",
|
494 |
+
"km_KH",
|
495 |
+
"mk_MK",
|
496 |
+
"ml_IN",
|
497 |
+
"mn_MN",
|
498 |
+
"mr_IN",
|
499 |
+
"pl_PL",
|
500 |
+
"ps_AF",
|
501 |
+
"pt_XX",
|
502 |
+
"sv_SE",
|
503 |
+
"sw_KE",
|
504 |
+
"ta_IN",
|
505 |
+
"te_IN",
|
506 |
+
"th_TH",
|
507 |
+
"tl_XX",
|
508 |
+
"uk_UA",
|
509 |
+
"ur_PK",
|
510 |
+
"xh_ZA",
|
511 |
+
"gl_ES",
|
512 |
+
"sl_SI"
|
513 |
+
],
|
514 |
+
"bos_token": "<s>",
|
515 |
+
"clean_up_tokenization_spaces": true,
|
516 |
+
"cls_token": "<s>",
|
517 |
+
"eos_token": "</s>",
|
518 |
+
"language_codes": "ML50",
|
519 |
+
"mask_token": "<mask>",
|
520 |
+
"model_max_length": 1000000000000000019884624838656,
|
521 |
+
"pad_token": "<pad>",
|
522 |
+
"sep_token": "</s>",
|
523 |
+
"sp_model_kwargs": {},
|
524 |
+
"src_lang": "ko_KR",
|
525 |
+
"tgt_lang": "ja_XX",
|
526 |
+
"tokenizer_class": "MBart50Tokenizer",
|
527 |
+
"unk_token": "<unk>"
|
528 |
+
}
|
checkpoint-12000/trainer_state.json
ADDED
@@ -0,0 +1,243 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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checkpoint-18000/generation_config.json
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@@ -0,0 +1,12 @@
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|
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checkpoint-18000/optimizer.pt
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checkpoint-18000/rng_state_0.pth
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checkpoint-18000/rng_state_1.pth
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checkpoint-18000/rng_state_2.pth
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checkpoint-18000/rng_state_3.pth
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checkpoint-18000/scheduler.pt
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checkpoint-18000/special_tokens_map.json
ADDED
@@ -0,0 +1,63 @@
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|
3 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
62 |
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|
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|
checkpoint-18000/tokenizer.json
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@@ -0,0 +1,3 @@
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checkpoint-18000/tokenizer_config.json
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|
10 |
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|
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|
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|
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|
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|
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|
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|
30 |
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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},
|
35 |
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|
36 |
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|
37 |
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|
38 |
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|
39 |
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40 |
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41 |
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42 |
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43 |
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44 |
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45 |
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46 |
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47 |
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48 |
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49 |
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50 |
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51 |
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52 |
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53 |
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54 |
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55 |
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56 |
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57 |
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58 |
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59 |
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60 |
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61 |
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62 |
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63 |
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64 |
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65 |
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66 |
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67 |
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68 |
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69 |
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70 |
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71 |
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72 |
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73 |
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74 |
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75 |
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76 |
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77 |
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78 |
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79 |
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80 |
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81 |
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82 |
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83 |
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84 |
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85 |
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86 |
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87 |
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88 |
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89 |
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90 |
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91 |
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92 |
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93 |
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94 |
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95 |
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96 |
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97 |
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98 |
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99 |
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100 |
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101 |
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102 |
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103 |
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104 |
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105 |
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106 |
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},
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107 |
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108 |
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109 |
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110 |
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111 |
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112 |
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113 |
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114 |
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115 |
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116 |
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117 |
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118 |
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119 |
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120 |
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121 |
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122 |
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},
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123 |
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124 |
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125 |
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126 |
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127 |
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128 |
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129 |
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130 |
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131 |
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132 |
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133 |
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134 |
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135 |
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136 |
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137 |
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138 |
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139 |
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140 |
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141 |
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142 |
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143 |
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144 |
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145 |
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146 |
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147 |
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148 |
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149 |
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150 |
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151 |
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152 |
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|
153 |
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154 |
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},
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155 |
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156 |
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157 |
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158 |
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|
159 |
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|
160 |
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161 |
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162 |
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},
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163 |
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164 |
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165 |
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166 |
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167 |
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|
168 |
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169 |
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170 |
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},
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171 |
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172 |
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173 |
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174 |
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175 |
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176 |
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177 |
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178 |
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},
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179 |
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180 |
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|
181 |
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182 |
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183 |
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184 |
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185 |
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186 |
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},
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187 |
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188 |
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189 |
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190 |
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191 |
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192 |
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|
193 |
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194 |
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195 |
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196 |
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197 |
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198 |
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|
199 |
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200 |
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201 |
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202 |
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},
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203 |
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204 |
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|
205 |
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206 |
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|
207 |
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|
208 |
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|
209 |
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|
210 |
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},
|
211 |
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|
212 |
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|
213 |
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|
214 |
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|
215 |
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|
216 |
+
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|
217 |
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|
218 |
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},
|
219 |
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|
220 |
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"content": "vi_VN",
|
221 |
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|
222 |
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|
223 |
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|
224 |
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|
225 |
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"special": true
|
226 |
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},
|
227 |
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"250025": {
|
228 |
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"content": "zh_CN",
|
229 |
+
"lstrip": true,
|
230 |
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|
231 |
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|
232 |
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|
233 |
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"special": true
|
234 |
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},
|
235 |
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|
236 |
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"content": "af_ZA",
|
237 |
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|
238 |
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|
239 |
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|
240 |
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|
241 |
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"special": true
|
242 |
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},
|
243 |
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|
244 |
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"content": "az_AZ",
|
245 |
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|
246 |
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|
247 |
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|
248 |
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|
249 |
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"special": true
|
250 |
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},
|
251 |
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|
252 |
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"content": "bn_IN",
|
253 |
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|
254 |
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|
255 |
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"rstrip": true,
|
256 |
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|
257 |
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"special": true
|
258 |
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},
|
259 |
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|
260 |
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"content": "fa_IR",
|
261 |
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|
262 |
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|
263 |
+
"rstrip": true,
|
264 |
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|
265 |
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"special": true
|
266 |
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},
|
267 |
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|
268 |
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|
269 |
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|
270 |
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|
271 |
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|
272 |
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|
273 |
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"special": true
|
274 |
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},
|
275 |
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|
276 |
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"content": "hr_HR",
|
277 |
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|
278 |
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|
279 |
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|
280 |
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|
281 |
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|
282 |
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},
|
283 |
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|
284 |
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|
285 |
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|
286 |
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|
287 |
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|
288 |
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|
289 |
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|
290 |
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},
|
291 |
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|
292 |
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|
293 |
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|
294 |
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|
295 |
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|
296 |
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|
297 |
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"special": true
|
298 |
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},
|
299 |
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|
300 |
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"content": "km_KH",
|
301 |
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|
302 |
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|
303 |
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|
304 |
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|
305 |
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|
306 |
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},
|
307 |
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|
308 |
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|
309 |
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|
310 |
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|
311 |
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|
312 |
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|
313 |
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"special": true
|
314 |
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},
|
315 |
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"250036": {
|
316 |
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"content": "ml_IN",
|
317 |
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|
318 |
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|
319 |
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|
320 |
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|
321 |
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"special": true
|
322 |
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},
|
323 |
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|
324 |
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"content": "mn_MN",
|
325 |
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|
326 |
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|
327 |
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|
328 |
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|
329 |
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|
330 |
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},
|
331 |
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|
332 |
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|
333 |
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|
334 |
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|
335 |
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|
336 |
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|
337 |
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"special": true
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338 |
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},
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339 |
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340 |
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341 |
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|
342 |
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|
343 |
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|
344 |
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|
345 |
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|
346 |
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},
|
347 |
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|
348 |
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"content": "ps_AF",
|
349 |
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|
350 |
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|
351 |
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|
352 |
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353 |
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|
354 |
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},
|
355 |
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|
356 |
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"content": "pt_XX",
|
357 |
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358 |
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|
359 |
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360 |
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361 |
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|
362 |
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},
|
363 |
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|
364 |
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|
365 |
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|
366 |
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|
367 |
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|
368 |
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|
369 |
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|
370 |
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},
|
371 |
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|
372 |
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|
373 |
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|
374 |
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|
375 |
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376 |
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|
377 |
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378 |
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},
|
379 |
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|
380 |
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|
381 |
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|
382 |
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|
383 |
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|
384 |
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|
385 |
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|
386 |
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},
|
387 |
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|
388 |
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|
389 |
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|
390 |
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|
391 |
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|
392 |
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|
393 |
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|
394 |
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},
|
395 |
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|
396 |
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|
397 |
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|
398 |
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|
399 |
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|
400 |
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|
401 |
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|
402 |
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},
|
403 |
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|
404 |
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"content": "tl_XX",
|
405 |
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|
406 |
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|
407 |
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|
408 |
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|
409 |
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|
410 |
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},
|
411 |
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|
412 |
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"content": "uk_UA",
|
413 |
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|
414 |
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|
415 |
+
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|
416 |
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|
417 |
+
"special": true
|
418 |
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},
|
419 |
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|
420 |
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"content": "ur_PK",
|
421 |
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|
422 |
+
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|
423 |
+
"rstrip": true,
|
424 |
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|
425 |
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|
426 |
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},
|
427 |
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|
428 |
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"content": "xh_ZA",
|
429 |
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|
430 |
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|
431 |
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|
432 |
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|
433 |
+
"special": true
|
434 |
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},
|
435 |
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|
436 |
+
"content": "gl_ES",
|
437 |
+
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|
438 |
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|
439 |
+
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|
440 |
+
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|
441 |
+
"special": true
|
442 |
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},
|
443 |
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"250052": {
|
444 |
+
"content": "sl_SI",
|
445 |
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|
446 |
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|
447 |
+
"rstrip": true,
|
448 |
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|
449 |
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"special": true
|
450 |
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},
|
451 |
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"250053": {
|
452 |
+
"content": "<mask>",
|
453 |
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|
454 |
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|
455 |
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|
456 |
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|
457 |
+
"special": true
|
458 |
+
}
|
459 |
+
},
|
460 |
+
"additional_special_tokens": [
|
461 |
+
"ar_AR",
|
462 |
+
"cs_CZ",
|
463 |
+
"de_DE",
|
464 |
+
"en_XX",
|
465 |
+
"es_XX",
|
466 |
+
"et_EE",
|
467 |
+
"fi_FI",
|
468 |
+
"fr_XX",
|
469 |
+
"gu_IN",
|
470 |
+
"hi_IN",
|
471 |
+
"it_IT",
|
472 |
+
"ja_XX",
|
473 |
+
"kk_KZ",
|
474 |
+
"ko_KR",
|
475 |
+
"lt_LT",
|
476 |
+
"lv_LV",
|
477 |
+
"my_MM",
|
478 |
+
"ne_NP",
|
479 |
+
"nl_XX",
|
480 |
+
"ro_RO",
|
481 |
+
"ru_RU",
|
482 |
+
"si_LK",
|
483 |
+
"tr_TR",
|
484 |
+
"vi_VN",
|
485 |
+
"zh_CN",
|
486 |
+
"af_ZA",
|
487 |
+
"az_AZ",
|
488 |
+
"bn_IN",
|
489 |
+
"fa_IR",
|
490 |
+
"he_IL",
|
491 |
+
"hr_HR",
|
492 |
+
"id_ID",
|
493 |
+
"ka_GE",
|
494 |
+
"km_KH",
|
495 |
+
"mk_MK",
|
496 |
+
"ml_IN",
|
497 |
+
"mn_MN",
|
498 |
+
"mr_IN",
|
499 |
+
"pl_PL",
|
500 |
+
"ps_AF",
|
501 |
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|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "ar_AR",
|
37 |
+
"lstrip": true,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": true,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
},
|
43 |
+
"250002": {
|
44 |
+
"content": "cs_CZ",
|
45 |
+
"lstrip": true,
|
46 |
+
"normalized": false,
|
47 |
+
"rstrip": true,
|
48 |
+
"single_word": false,
|
49 |
+
"special": true
|
50 |
+
},
|
51 |
+
"250003": {
|
52 |
+
"content": "de_DE",
|
53 |
+
"lstrip": true,
|
54 |
+
"normalized": false,
|
55 |
+
"rstrip": true,
|
56 |
+
"single_word": false,
|
57 |
+
"special": true
|
58 |
+
},
|
59 |
+
"250004": {
|
60 |
+
"content": "en_XX",
|
61 |
+
"lstrip": true,
|
62 |
+
"normalized": false,
|
63 |
+
"rstrip": true,
|
64 |
+
"single_word": false,
|
65 |
+
"special": true
|
66 |
+
},
|
67 |
+
"250005": {
|
68 |
+
"content": "es_XX",
|
69 |
+
"lstrip": true,
|
70 |
+
"normalized": false,
|
71 |
+
"rstrip": true,
|
72 |
+
"single_word": false,
|
73 |
+
"special": true
|
74 |
+
},
|
75 |
+
"250006": {
|
76 |
+
"content": "et_EE",
|
77 |
+
"lstrip": true,
|
78 |
+
"normalized": false,
|
79 |
+
"rstrip": true,
|
80 |
+
"single_word": false,
|
81 |
+
"special": true
|
82 |
+
},
|
83 |
+
"250007": {
|
84 |
+
"content": "fi_FI",
|
85 |
+
"lstrip": true,
|
86 |
+
"normalized": false,
|
87 |
+
"rstrip": true,
|
88 |
+
"single_word": false,
|
89 |
+
"special": true
|
90 |
+
},
|
91 |
+
"250008": {
|
92 |
+
"content": "fr_XX",
|
93 |
+
"lstrip": true,
|
94 |
+
"normalized": false,
|
95 |
+
"rstrip": true,
|
96 |
+
"single_word": false,
|
97 |
+
"special": true
|
98 |
+
},
|
99 |
+
"250009": {
|
100 |
+
"content": "gu_IN",
|
101 |
+
"lstrip": true,
|
102 |
+
"normalized": false,
|
103 |
+
"rstrip": true,
|
104 |
+
"single_word": false,
|
105 |
+
"special": true
|
106 |
+
},
|
107 |
+
"250010": {
|
108 |
+
"content": "hi_IN",
|
109 |
+
"lstrip": true,
|
110 |
+
"normalized": false,
|
111 |
+
"rstrip": true,
|
112 |
+
"single_word": false,
|
113 |
+
"special": true
|
114 |
+
},
|
115 |
+
"250011": {
|
116 |
+
"content": "it_IT",
|
117 |
+
"lstrip": true,
|
118 |
+
"normalized": false,
|
119 |
+
"rstrip": true,
|
120 |
+
"single_word": false,
|
121 |
+
"special": true
|
122 |
+
},
|
123 |
+
"250012": {
|
124 |
+
"content": "ja_XX",
|
125 |
+
"lstrip": true,
|
126 |
+
"normalized": false,
|
127 |
+
"rstrip": true,
|
128 |
+
"single_word": false,
|
129 |
+
"special": true
|
130 |
+
},
|
131 |
+
"250013": {
|
132 |
+
"content": "kk_KZ",
|
133 |
+
"lstrip": true,
|
134 |
+
"normalized": false,
|
135 |
+
"rstrip": true,
|
136 |
+
"single_word": false,
|
137 |
+
"special": true
|
138 |
+
},
|
139 |
+
"250014": {
|
140 |
+
"content": "ko_KR",
|
141 |
+
"lstrip": true,
|
142 |
+
"normalized": false,
|
143 |
+
"rstrip": true,
|
144 |
+
"single_word": false,
|
145 |
+
"special": true
|
146 |
+
},
|
147 |
+
"250015": {
|
148 |
+
"content": "lt_LT",
|
149 |
+
"lstrip": true,
|
150 |
+
"normalized": false,
|
151 |
+
"rstrip": true,
|
152 |
+
"single_word": false,
|
153 |
+
"special": true
|
154 |
+
},
|
155 |
+
"250016": {
|
156 |
+
"content": "lv_LV",
|
157 |
+
"lstrip": true,
|
158 |
+
"normalized": false,
|
159 |
+
"rstrip": true,
|
160 |
+
"single_word": false,
|
161 |
+
"special": true
|
162 |
+
},
|
163 |
+
"250017": {
|
164 |
+
"content": "my_MM",
|
165 |
+
"lstrip": true,
|
166 |
+
"normalized": false,
|
167 |
+
"rstrip": true,
|
168 |
+
"single_word": false,
|
169 |
+
"special": true
|
170 |
+
},
|
171 |
+
"250018": {
|
172 |
+
"content": "ne_NP",
|
173 |
+
"lstrip": true,
|
174 |
+
"normalized": false,
|
175 |
+
"rstrip": true,
|
176 |
+
"single_word": false,
|
177 |
+
"special": true
|
178 |
+
},
|
179 |
+
"250019": {
|
180 |
+
"content": "nl_XX",
|
181 |
+
"lstrip": true,
|
182 |
+
"normalized": false,
|
183 |
+
"rstrip": true,
|
184 |
+
"single_word": false,
|
185 |
+
"special": true
|
186 |
+
},
|
187 |
+
"250020": {
|
188 |
+
"content": "ro_RO",
|
189 |
+
"lstrip": true,
|
190 |
+
"normalized": false,
|
191 |
+
"rstrip": true,
|
192 |
+
"single_word": false,
|
193 |
+
"special": true
|
194 |
+
},
|
195 |
+
"250021": {
|
196 |
+
"content": "ru_RU",
|
197 |
+
"lstrip": true,
|
198 |
+
"normalized": false,
|
199 |
+
"rstrip": true,
|
200 |
+
"single_word": false,
|
201 |
+
"special": true
|
202 |
+
},
|
203 |
+
"250022": {
|
204 |
+
"content": "si_LK",
|
205 |
+
"lstrip": true,
|
206 |
+
"normalized": false,
|
207 |
+
"rstrip": true,
|
208 |
+
"single_word": false,
|
209 |
+
"special": true
|
210 |
+
},
|
211 |
+
"250023": {
|
212 |
+
"content": "tr_TR",
|
213 |
+
"lstrip": true,
|
214 |
+
"normalized": false,
|
215 |
+
"rstrip": true,
|
216 |
+
"single_word": false,
|
217 |
+
"special": true
|
218 |
+
},
|
219 |
+
"250024": {
|
220 |
+
"content": "vi_VN",
|
221 |
+
"lstrip": true,
|
222 |
+
"normalized": false,
|
223 |
+
"rstrip": true,
|
224 |
+
"single_word": false,
|
225 |
+
"special": true
|
226 |
+
},
|
227 |
+
"250025": {
|
228 |
+
"content": "zh_CN",
|
229 |
+
"lstrip": true,
|
230 |
+
"normalized": false,
|
231 |
+
"rstrip": true,
|
232 |
+
"single_word": false,
|
233 |
+
"special": true
|
234 |
+
},
|
235 |
+
"250026": {
|
236 |
+
"content": "af_ZA",
|
237 |
+
"lstrip": true,
|
238 |
+
"normalized": false,
|
239 |
+
"rstrip": true,
|
240 |
+
"single_word": false,
|
241 |
+
"special": true
|
242 |
+
},
|
243 |
+
"250027": {
|
244 |
+
"content": "az_AZ",
|
245 |
+
"lstrip": true,
|
246 |
+
"normalized": false,
|
247 |
+
"rstrip": true,
|
248 |
+
"single_word": false,
|
249 |
+
"special": true
|
250 |
+
},
|
251 |
+
"250028": {
|
252 |
+
"content": "bn_IN",
|
253 |
+
"lstrip": true,
|
254 |
+
"normalized": false,
|
255 |
+
"rstrip": true,
|
256 |
+
"single_word": false,
|
257 |
+
"special": true
|
258 |
+
},
|
259 |
+
"250029": {
|
260 |
+
"content": "fa_IR",
|
261 |
+
"lstrip": true,
|
262 |
+
"normalized": false,
|
263 |
+
"rstrip": true,
|
264 |
+
"single_word": false,
|
265 |
+
"special": true
|
266 |
+
},
|
267 |
+
"250030": {
|
268 |
+
"content": "he_IL",
|
269 |
+
"lstrip": true,
|
270 |
+
"normalized": false,
|
271 |
+
"rstrip": true,
|
272 |
+
"single_word": false,
|
273 |
+
"special": true
|
274 |
+
},
|
275 |
+
"250031": {
|
276 |
+
"content": "hr_HR",
|
277 |
+
"lstrip": true,
|
278 |
+
"normalized": false,
|
279 |
+
"rstrip": true,
|
280 |
+
"single_word": false,
|
281 |
+
"special": true
|
282 |
+
},
|
283 |
+
"250032": {
|
284 |
+
"content": "id_ID",
|
285 |
+
"lstrip": true,
|
286 |
+
"normalized": false,
|
287 |
+
"rstrip": true,
|
288 |
+
"single_word": false,
|
289 |
+
"special": true
|
290 |
+
},
|
291 |
+
"250033": {
|
292 |
+
"content": "ka_GE",
|
293 |
+
"lstrip": true,
|
294 |
+
"normalized": false,
|
295 |
+
"rstrip": true,
|
296 |
+
"single_word": false,
|
297 |
+
"special": true
|
298 |
+
},
|
299 |
+
"250034": {
|
300 |
+
"content": "km_KH",
|
301 |
+
"lstrip": true,
|
302 |
+
"normalized": false,
|
303 |
+
"rstrip": true,
|
304 |
+
"single_word": false,
|
305 |
+
"special": true
|
306 |
+
},
|
307 |
+
"250035": {
|
308 |
+
"content": "mk_MK",
|
309 |
+
"lstrip": true,
|
310 |
+
"normalized": false,
|
311 |
+
"rstrip": true,
|
312 |
+
"single_word": false,
|
313 |
+
"special": true
|
314 |
+
},
|
315 |
+
"250036": {
|
316 |
+
"content": "ml_IN",
|
317 |
+
"lstrip": true,
|
318 |
+
"normalized": false,
|
319 |
+
"rstrip": true,
|
320 |
+
"single_word": false,
|
321 |
+
"special": true
|
322 |
+
},
|
323 |
+
"250037": {
|
324 |
+
"content": "mn_MN",
|
325 |
+
"lstrip": true,
|
326 |
+
"normalized": false,
|
327 |
+
"rstrip": true,
|
328 |
+
"single_word": false,
|
329 |
+
"special": true
|
330 |
+
},
|
331 |
+
"250038": {
|
332 |
+
"content": "mr_IN",
|
333 |
+
"lstrip": true,
|
334 |
+
"normalized": false,
|
335 |
+
"rstrip": true,
|
336 |
+
"single_word": false,
|
337 |
+
"special": true
|
338 |
+
},
|
339 |
+
"250039": {
|
340 |
+
"content": "pl_PL",
|
341 |
+
"lstrip": true,
|
342 |
+
"normalized": false,
|
343 |
+
"rstrip": true,
|
344 |
+
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|
345 |
+
"special": true
|
346 |
+
},
|
347 |
+
"250040": {
|
348 |
+
"content": "ps_AF",
|
349 |
+
"lstrip": true,
|
350 |
+
"normalized": false,
|
351 |
+
"rstrip": true,
|
352 |
+
"single_word": false,
|
353 |
+
"special": true
|
354 |
+
},
|
355 |
+
"250041": {
|
356 |
+
"content": "pt_XX",
|
357 |
+
"lstrip": true,
|
358 |
+
"normalized": false,
|
359 |
+
"rstrip": true,
|
360 |
+
"single_word": false,
|
361 |
+
"special": true
|
362 |
+
},
|
363 |
+
"250042": {
|
364 |
+
"content": "sv_SE",
|
365 |
+
"lstrip": true,
|
366 |
+
"normalized": false,
|
367 |
+
"rstrip": true,
|
368 |
+
"single_word": false,
|
369 |
+
"special": true
|
370 |
+
},
|
371 |
+
"250043": {
|
372 |
+
"content": "sw_KE",
|
373 |
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"lstrip": true,
|
374 |
+
"normalized": false,
|
375 |
+
"rstrip": true,
|
376 |
+
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|
377 |
+
"special": true
|
378 |
+
},
|
379 |
+
"250044": {
|
380 |
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"content": "ta_IN",
|
381 |
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"lstrip": true,
|
382 |
+
"normalized": false,
|
383 |
+
"rstrip": true,
|
384 |
+
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|
385 |
+
"special": true
|
386 |
+
},
|
387 |
+
"250045": {
|
388 |
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"content": "te_IN",
|
389 |
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"lstrip": true,
|
390 |
+
"normalized": false,
|
391 |
+
"rstrip": true,
|
392 |
+
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|
393 |
+
"special": true
|
394 |
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},
|
395 |
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"250046": {
|
396 |
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"content": "th_TH",
|
397 |
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"lstrip": true,
|
398 |
+
"normalized": false,
|
399 |
+
"rstrip": true,
|
400 |
+
"single_word": false,
|
401 |
+
"special": true
|
402 |
+
},
|
403 |
+
"250047": {
|
404 |
+
"content": "tl_XX",
|
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