Upload folder using huggingface_hub
Browse files- .gitattributes +2 -0
- README.md +87 -0
- added_tokens.json +59 -0
- all_results.json +22 -0
- checkpoint-60000/added_tokens.json +59 -0
- checkpoint-60000/config.json +59 -0
- checkpoint-60000/generation_config.json +12 -0
- checkpoint-60000/optimizer.pt +3 -0
- checkpoint-60000/pytorch_model.bin +3 -0
- checkpoint-60000/rng_state_0.pth +3 -0
- checkpoint-60000/rng_state_1.pth +3 -0
- checkpoint-60000/rng_state_2.pth +3 -0
- checkpoint-60000/rng_state_3.pth +3 -0
- checkpoint-60000/scheduler.pt +3 -0
- checkpoint-60000/sentencepiece.bpe.model +3 -0
- checkpoint-60000/special_tokens_map.json +63 -0
- checkpoint-60000/tokenizer.json +3 -0
- checkpoint-60000/tokenizer_config.json +528 -0
- checkpoint-60000/trainer_state.json +889 -0
- checkpoint-60000/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 +1130 -0
- training_args.bin +3 -0
.gitattributes
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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checkpoint-60000/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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- en
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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: ko-en_mbartLarge_exp20p_linear
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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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# ko-en_mbartLarge_exp20p_linear
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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: 1.1514
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- Bleu: 29.2703
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- Gen Len: 18.512
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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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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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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: 2000
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- num_epochs: 40
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### Training results
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| Training Loss | Epoch | Step | Bleu | Gen Len | Validation Loss |
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|:-------------:|:-----:|:-----:|:-------:|:-------:|:---------------:|
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| 1.3977 | 0.46 | 4000 | 22.7153 | 18.7135 | 1.3720 |
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| 1.2824 | 0.93 | 8000 | 24.8579 | 18.7821 | 1.2633 |
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| 1.1989 | 1.39 | 12000 | 26.2533 | 18.7975 | 1.2069 |
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| 1.1534 | 1.86 | 16000 | 26.1503 | 19.2075 | 1.1907 |
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| 1.0245 | 2.32 | 20000 | 27.8764 | 18.6046 | 1.1464 |
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| 1.0186 | 2.78 | 24000 | 28.4585 | 18.6731 | 1.1286 |
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| 0.9245 | 3.25 | 28000 | 1.1264 | 28.4834 | 18.5428 |
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| 0.9343 | 3.71 | 32000 | 1.1182 | 28.8235 | 18.7833 |
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| 0.8215 | 4.18 | 36000 | 1.1331 | 28.6134 | 18.5656 |
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| 0.8456 | 4.64 | 40000 | 1.1203 | 28.7324 | 18.459 |
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| 0.7437 | 5.11 | 44000 | 1.1458 | 28.7297 | 18.7835 |
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| 0.7829 | 5.57 | 48000 | 1.1367 | 28.8328 | 18.6052 |
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| 0.7434 | 6.03 | 52000 | 1.1697 | 28.2106 | 18.4871 |
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| 0.7153 | 6.5 | 56000 | 1.1771 | 28.1455 | 18.7413 |
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| 0.6996 | 6.96 | 60000 | 1.1514 | 29.2694 | 18.5162 |
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| 0.6336 | 7.43 | 64000 | 1.2213 | 28.1465 | 18.5439 |
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| 0.7218 | 7.89 | 68000 | 1.1835 | 28.2245 | 18.5246 |
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| 0.5934 | 8.35 | 72000 | 1.2387 | 28.3836 | 18.6717 |
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| 0.5723 | 8.82 | 76000 | 1.2323 | 28.5925 | 18.5566 |
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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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}
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all_results.json
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{
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"epoch": 8.82,
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"eval_bleu": 29.2703,
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"predict_bleu": 29.4157,
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"predict_loss": 1.1349819898605347,
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"predict_samples": 17237,
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"train_runtime": 53209.1351,
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"train_samples": 137900,
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"train_samples_per_second": 103.666,
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"train_steps_per_second": 6.479
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}
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checkpoint-60000/added_tokens.json
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checkpoint-60000/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_layerdrop": 0.0,
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"forced_eos_token_id": 2,
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0",
|
33 |
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|
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|
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|
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checkpoint-60000/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
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|
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checkpoint-60000/pytorch_model.bin
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@@ -0,0 +1,3 @@
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checkpoint-60000/scheduler.pt
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checkpoint-60000/special_tokens_map.json
ADDED
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|
3 |
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|
4 |
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|
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|
6 |
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|
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|
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|
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|
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|
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|
12 |
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|
13 |
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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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|
34 |
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|
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|
36 |
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|
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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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|
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|
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|
48 |
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|
49 |
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|
50 |
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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-60000/tokenizer.json
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@@ -0,0 +1,3 @@
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checkpoint-60000/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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76 |
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80 |
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83 |
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84 |
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86 |
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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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|
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94 |
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96 |
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98 |
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99 |
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|
100 |
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|
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|
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104 |
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106 |
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107 |
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|
108 |
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|
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|
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115 |
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116 |
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|
117 |
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|
120 |
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|
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|
122 |
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123 |
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|
124 |
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125 |
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126 |
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|
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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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|
136 |
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|
138 |
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|
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|
140 |
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|
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|
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144 |
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|
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|
148 |
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|
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|
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|
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|
152 |
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|
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|
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|
156 |
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|
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|
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|
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|
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|
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|
162 |
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|
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|
164 |
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|
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|
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|
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|
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|
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170 |
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|
172 |
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|
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|
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|
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|
178 |
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188 |
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|
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196 |
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|
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218 |
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226 |
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236 |
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252 |
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254 |
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256 |
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|
257 |
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258 |
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259 |
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260 |
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262 |
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264 |
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266 |
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267 |
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|
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270 |
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274 |
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275 |
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276 |
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277 |
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278 |
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|
280 |
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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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|
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|
288 |
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|
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290 |
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292 |
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298 |
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300 |
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306 |
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308 |
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310 |
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312 |
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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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326 |
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328 |
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330 |
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332 |
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338 |
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340 |
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341 |
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342 |
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346 |
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348 |
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349 |
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350 |
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351 |
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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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366 |
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370 |
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372 |
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374 |
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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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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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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 |
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|
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 |
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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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|
447 |
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|
448 |
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|
449 |
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|
450 |
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},
|
451 |
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"250053": {
|
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": "en_XX",
|
526 |
+
"tokenizer_class": "MBart50Tokenizer",
|
527 |
+
"unk_token": "<unk>"
|
528 |
+
}
|
checkpoint-60000/trainer_state.json
ADDED
@@ -0,0 +1,889 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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predict_results.json
ADDED
@@ -0,0 +1,9 @@
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{
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"predict_bleu": 29.4157,
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"predict_gen_len": 18.4677,
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"predict_loss": 1.1349819898605347,
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"predict_runtime": 1142.9928,
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"predict_samples_per_second": 15.081,
|
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"predict_steps_per_second": 0.943
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}
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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:fc97fc5ff225ece2754b9bbe091afbfb7dbf47e2b48680709028050fa6f07692
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size 2444694490
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sentencepiece.bpe.model
ADDED
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version https://git-lfs.github.com/spec/v1
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size 5069051
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special_tokens_map.json
ADDED
@@ -0,0 +1,63 @@
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{
|
2 |
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|
3 |
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|
4 |
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"cs_CZ",
|
5 |
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"de_DE",
|
6 |
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"en_XX",
|
7 |
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"es_XX",
|
8 |
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|
9 |
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|
10 |
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"fr_XX",
|
11 |
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"gu_IN",
|
12 |
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"hi_IN",
|
13 |
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"it_IT",
|
14 |
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"ja_XX",
|
15 |
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"kk_KZ",
|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
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|
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|
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|
24 |
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|
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|
26 |
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|
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|
28 |
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|
29 |
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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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"sv_SE",
|
45 |
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|
46 |
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"ta_IN",
|
47 |
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"te_IN",
|
48 |
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"th_TH",
|
49 |
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"tl_XX",
|
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|
51 |
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|
52 |
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|
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|
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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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|
61 |
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|
62 |
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|
63 |
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tokenizer.json
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@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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size 17109939
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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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528 |
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|
train_results.json
ADDED
@@ -0,0 +1,8 @@
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{
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}
|
trainer_state.json
ADDED
@@ -0,0 +1,1130 @@
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