Upload folder using huggingface_hub
Browse files- .gitattributes +3 -0
- README.md +72 -0
- all_results.json +22 -0
- checkpoint-30000/config.json +59 -0
- checkpoint-30000/generation_config.json +12 -0
- checkpoint-30000/optimizer.pt +3 -0
- checkpoint-30000/pytorch_model.bin +3 -0
- checkpoint-30000/rng_state_0.pth +3 -0
- checkpoint-30000/rng_state_1.pth +3 -0
- checkpoint-30000/rng_state_2.pth +3 -0
- checkpoint-30000/rng_state_3.pth +3 -0
- checkpoint-30000/scheduler.pt +3 -0
- checkpoint-30000/sentencepiece.bpe.model +3 -0
- checkpoint-30000/special_tokens_map.json +69 -0
- checkpoint-30000/tokenizer.json +3 -0
- checkpoint-30000/tokenizer_config.json +528 -0
- checkpoint-30000/trainer_state.json +419 -0
- checkpoint-30000/training_args.bin +3 -0
- checkpoint-7500/config.json +59 -0
- checkpoint-7500/generation_config.json +12 -0
- checkpoint-7500/optimizer.pt +3 -0
- checkpoint-7500/pytorch_model.bin +3 -0
- checkpoint-7500/rng_state_0.pth +3 -0
- checkpoint-7500/rng_state_1.pth +3 -0
- checkpoint-7500/rng_state_2.pth +3 -0
- checkpoint-7500/rng_state_3.pth +3 -0
- checkpoint-7500/scheduler.pt +3 -0
- checkpoint-7500/sentencepiece.bpe.model +3 -0
- checkpoint-7500/special_tokens_map.json +69 -0
- checkpoint-7500/tokenizer.json +3 -0
- checkpoint-7500/tokenizer_config.json +528 -0
- checkpoint-7500/trainer_state.json +119 -0
- checkpoint-7500/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 +69 -0
- tokenizer.json +3 -0
- tokenizer_config.json +528 -0
- train_results.json +8 -0
- trainer_state.json +428 -0
- training_args.bin +3 -0
.gitattributes
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checkpoint-7500/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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- zh
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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: kozh_mbartLarge_50p_run3_tokenize
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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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# kozh_mbartLarge_50p_run3_tokenize
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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: 1.3103
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- Bleu: 51.0209
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- Gen Len: 13.3475
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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: 4
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- total_train_batch_size: 64
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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: 1500
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- num_epochs: 10
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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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| 1.0808 | 2.0 | 7500 | 1.3103 | 51.0184 | 13.3575 |
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| 0.6519 | 3.99 | 15000 | 1.3856 | 51.6667 | 13.4112 |
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| 0.3867 | 5.99 | 22500 | 1.5243 | 51.5686 | 13.432 |
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| 0.236 | 7.98 | 30000 | 1.6158 | 51.4674 | 13.291 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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all_results.json
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{
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"epoch": 7.98,
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"eval_bleu": 51.0209,
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+
"eval_gen_len": 13.3475,
|
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"eval_loss": 1.3103234767913818,
|
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"eval_runtime": 1618.9873,
|
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"eval_samples": 30070,
|
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"eval_samples_per_second": 18.573,
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"eval_steps_per_second": 1.161,
|
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"predict_bleu": 51.1483,
|
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"predict_gen_len": 13.278,
|
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"predict_loss": 1.3004177808761597,
|
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+
"predict_runtime": 1614.5402,
|
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+
"predict_samples": 30071,
|
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"predict_samples_per_second": 18.625,
|
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+
"predict_steps_per_second": 1.164,
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+
"train_loss": 0.7653622683207194,
|
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+
"train_runtime": 99492.172,
|
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"train_samples": 240570,
|
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"train_samples_per_second": 24.18,
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+
"train_steps_per_second": 0.378
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}
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checkpoint-30000/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,
|
7 |
+
"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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"bos_token_id": 0,
|
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"classif_dropout": 0.0,
|
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"classifier_dropout": 0.0,
|
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"d_model": 1024,
|
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"decoder_attention_heads": 16,
|
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"decoder_ffn_dim": 4096,
|
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"decoder_layerdrop": 0.0,
|
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"decoder_layers": 12,
|
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"decoder_start_token_id": 2,
|
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"dropout": 0.1,
|
22 |
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"early_stopping": true,
|
23 |
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"encoder_attention_heads": 16,
|
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"encoder_ffn_dim": 4096,
|
25 |
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"encoder_layerdrop": 0.0,
|
26 |
+
"encoder_layers": 12,
|
27 |
+
"eos_token_id": 2,
|
28 |
+
"forced_bos_token_id": 250025,
|
29 |
+
"forced_eos_token_id": 2,
|
30 |
+
"gradient_checkpointing": false,
|
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+
"id2label": {
|
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+
"0": "LABEL_0",
|
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"1": "LABEL_1",
|
34 |
+
"2": "LABEL_2"
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35 |
+
},
|
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+
"init_std": 0.02,
|
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+
"is_encoder_decoder": true,
|
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+
"label2id": {
|
39 |
+
"LABEL_0": 0,
|
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+
"LABEL_1": 1,
|
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+
"LABEL_2": 2
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+
},
|
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+
"max_length": 200,
|
44 |
+
"max_position_embeddings": 1024,
|
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+
"model_type": "mbart",
|
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"normalize_before": true,
|
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+
"normalize_embedding": true,
|
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+
"num_beams": 5,
|
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+
"num_hidden_layers": 12,
|
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+
"output_past": true,
|
51 |
+
"pad_token_id": 1,
|
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+
"scale_embedding": true,
|
53 |
+
"static_position_embeddings": false,
|
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+
"tokenizer_class": "MBart50Tokenizer",
|
55 |
+
"torch_dtype": "float32",
|
56 |
+
"transformers_version": "4.34.1",
|
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"use_cache": true,
|
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"vocab_size": 250054
|
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}
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checkpoint-30000/generation_config.json
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{
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"bos_token_id": 0,
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"early_stopping": true,
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"forced_bos_token_id": 250025,
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"max_length": 200,
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"num_beams": 5,
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"transformers_version": "4.34.1"
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}
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checkpoint-30000/optimizer.pt
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checkpoint-30000/pytorch_model.bin
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checkpoint-30000/rng_state_0.pth
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checkpoint-30000/rng_state_1.pth
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checkpoint-30000/scheduler.pt
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checkpoint-30000/sentencepiece.bpe.model
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checkpoint-30000/special_tokens_map.json
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{
|
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"additional_special_tokens": [
|
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"ar_AR",
|
4 |
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"cs_CZ",
|
5 |
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"de_DE",
|
6 |
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"en_XX",
|
7 |
+
"es_XX",
|
8 |
+
"et_EE",
|
9 |
+
"fi_FI",
|
10 |
+
"fr_XX",
|
11 |
+
"gu_IN",
|
12 |
+
"hi_IN",
|
13 |
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"it_IT",
|
14 |
+
"ja_XX",
|
15 |
+
"kk_KZ",
|
16 |
+
"ko_KR",
|
17 |
+
"lt_LT",
|
18 |
+
"lv_LV",
|
19 |
+
"my_MM",
|
20 |
+
"ne_NP",
|
21 |
+
"nl_XX",
|
22 |
+
"ro_RO",
|
23 |
+
"ru_RU",
|
24 |
+
"si_LK",
|
25 |
+
"tr_TR",
|
26 |
+
"vi_VN",
|
27 |
+
"zh_CN",
|
28 |
+
"af_ZA",
|
29 |
+
"az_AZ",
|
30 |
+
"bn_IN",
|
31 |
+
"fa_IR",
|
32 |
+
"he_IL",
|
33 |
+
"hr_HR",
|
34 |
+
"id_ID",
|
35 |
+
"ka_GE",
|
36 |
+
"km_KH",
|
37 |
+
"mk_MK",
|
38 |
+
"ml_IN",
|
39 |
+
"mn_MN",
|
40 |
+
"mr_IN",
|
41 |
+
"pl_PL",
|
42 |
+
"ps_AF",
|
43 |
+
"pt_XX",
|
44 |
+
"sv_SE",
|
45 |
+
"sw_KE",
|
46 |
+
"ta_IN",
|
47 |
+
"te_IN",
|
48 |
+
"th_TH",
|
49 |
+
"tl_XX",
|
50 |
+
"uk_UA",
|
51 |
+
"ur_PK",
|
52 |
+
"xh_ZA",
|
53 |
+
"gl_ES",
|
54 |
+
"sl_SI"
|
55 |
+
],
|
56 |
+
"bos_token": "<s>",
|
57 |
+
"cls_token": "<s>",
|
58 |
+
"eos_token": "</s>",
|
59 |
+
"mask_token": {
|
60 |
+
"content": "<mask>",
|
61 |
+
"lstrip": true,
|
62 |
+
"normalized": true,
|
63 |
+
"rstrip": false,
|
64 |
+
"single_word": false
|
65 |
+
},
|
66 |
+
"pad_token": "<pad>",
|
67 |
+
"sep_token": "</s>",
|
68 |
+
"unk_token": "<unk>"
|
69 |
+
}
|
checkpoint-30000/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:035e5ed43f8e238be4dd88ade3b92960da904cadf57ce02c14f5f59c4b531b91
|
3 |
+
size 17110043
|
checkpoint-30000/tokenizer_config.json
ADDED
@@ -0,0 +1,528 @@
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|
1 |
+
{
|
2 |
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"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
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"content": "<s>",
|
5 |
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"lstrip": false,
|
6 |
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|
7 |
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|
8 |
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|
9 |
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"special": true
|
10 |
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},
|
11 |
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"1": {
|
12 |
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"content": "<pad>",
|
13 |
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"lstrip": false,
|
14 |
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"normalized": false,
|
15 |
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"rstrip": false,
|
16 |
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"single_word": false,
|
17 |
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"special": true
|
18 |
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},
|
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"2": {
|
20 |
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"content": "</s>",
|
21 |
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"lstrip": false,
|
22 |
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"normalized": false,
|
23 |
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"rstrip": false,
|
24 |
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"single_word": false,
|
25 |
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"special": true
|
26 |
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},
|
27 |
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"3": {
|
28 |
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"content": "<unk>",
|
29 |
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"lstrip": false,
|
30 |
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"normalized": false,
|
31 |
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"rstrip": false,
|
32 |
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"single_word": false,
|
33 |
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"special": true
|
34 |
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},
|
35 |
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"250001": {
|
36 |
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"content": "ar_AR",
|
37 |
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"lstrip": false,
|
38 |
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"normalized": false,
|
39 |
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|
40 |
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|
41 |
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"special": true
|
42 |
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},
|
43 |
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"250002": {
|
44 |
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"content": "cs_CZ",
|
45 |
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"lstrip": false,
|
46 |
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|
47 |
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|
48 |
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|
49 |
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"special": true
|
50 |
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},
|
51 |
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"250003": {
|
52 |
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"content": "de_DE",
|
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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"250004": {
|
60 |
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"content": "en_XX",
|
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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"250005": {
|
68 |
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"content": "es_XX",
|
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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"250006": {
|
76 |
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"content": "et_EE",
|
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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"250007": {
|
84 |
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"content": "fi_FI",
|
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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"250008": {
|
92 |
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"content": "fr_XX",
|
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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"250009": {
|
100 |
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"content": "gu_IN",
|
101 |
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"lstrip": false,
|
102 |
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"normalized": false,
|
103 |
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"rstrip": false,
|
104 |
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"single_word": false,
|
105 |
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"special": true
|
106 |
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},
|
107 |
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"250010": {
|
108 |
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"content": "hi_IN",
|
109 |
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"lstrip": false,
|
110 |
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"normalized": false,
|
111 |
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"rstrip": false,
|
112 |
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|
113 |
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"special": true
|
114 |
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},
|
115 |
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"250011": {
|
116 |
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"content": "it_IT",
|
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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|
123 |
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"250012": {
|
124 |
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"content": "ja_XX",
|
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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"250013": {
|
132 |
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"content": "kk_KZ",
|
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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"content": "ko_KR",
|
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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"content": "lt_LT",
|
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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|
155 |
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"250016": {
|
156 |
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"content": "lv_LV",
|
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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},
|
163 |
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"250017": {
|
164 |
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"content": "my_MM",
|
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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|
171 |
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"250018": {
|
172 |
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"content": "ne_NP",
|
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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|
179 |
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"250019": {
|
180 |
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"content": "nl_XX",
|
181 |
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|
182 |
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|
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|
184 |
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|
185 |
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|
186 |
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|
187 |
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"250020": {
|
188 |
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|
189 |
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|
190 |
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|
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|
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|
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|
194 |
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|
195 |
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|
196 |
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|
197 |
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|
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|
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|
200 |
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|
201 |
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|
202 |
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|
203 |
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|
204 |
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|
205 |
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|
206 |
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|
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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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|
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|
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|
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|
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|
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|
220 |
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|
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|
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|
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|
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|
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|
226 |
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|
227 |
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|
228 |
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|
229 |
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|
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|
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|
232 |
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|
233 |
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|
234 |
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|
235 |
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|
236 |
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|
237 |
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|
238 |
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|
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|
240 |
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|
241 |
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|
242 |
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|
243 |
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|
244 |
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|
245 |
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|
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|
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|
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|
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|
250 |
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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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checkpoint-30000/trainer_state.json
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@@ -0,0 +1,419 @@
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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-7500/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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checkpoint-7500/optimizer.pt
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@@ -0,0 +1,3 @@
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checkpoint-7500/pytorch_model.bin
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checkpoint-7500/rng_state_0.pth
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checkpoint-7500/rng_state_1.pth
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checkpoint-7500/rng_state_2.pth
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checkpoint-7500/scheduler.pt
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checkpoint-7500/sentencepiece.bpe.model
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checkpoint-7500/special_tokens_map.json
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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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|
43 |
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|
44 |
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|
45 |
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|
46 |
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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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|
68 |
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|
69 |
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|
checkpoint-7500/tokenizer.json
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checkpoint-7500/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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|
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": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
},
|
43 |
+
"250002": {
|
44 |
+
"content": "cs_CZ",
|
45 |
+
"lstrip": false,
|
46 |
+
"normalized": false,
|
47 |
+
"rstrip": false,
|
48 |
+
"single_word": false,
|
49 |
+
"special": true
|
50 |
+
},
|
51 |
+
"250003": {
|
52 |
+
"content": "de_DE",
|
53 |
+
"lstrip": false,
|
54 |
+
"normalized": false,
|
55 |
+
"rstrip": false,
|
56 |
+
"single_word": false,
|
57 |
+
"special": true
|
58 |
+
},
|
59 |
+
"250004": {
|
60 |
+
"content": "en_XX",
|
61 |
+
"lstrip": false,
|
62 |
+
"normalized": false,
|
63 |
+
"rstrip": false,
|
64 |
+
"single_word": false,
|
65 |
+
"special": true
|
66 |
+
},
|
67 |
+
"250005": {
|
68 |
+
"content": "es_XX",
|
69 |
+
"lstrip": false,
|
70 |
+
"normalized": false,
|
71 |
+
"rstrip": false,
|
72 |
+
"single_word": false,
|
73 |
+
"special": true
|
74 |
+
},
|
75 |
+
"250006": {
|
76 |
+
"content": "et_EE",
|
77 |
+
"lstrip": false,
|
78 |
+
"normalized": false,
|
79 |
+
"rstrip": false,
|
80 |
+
"single_word": false,
|
81 |
+
"special": true
|
82 |
+
},
|
83 |
+
"250007": {
|
84 |
+
"content": "fi_FI",
|
85 |
+
"lstrip": false,
|
86 |
+
"normalized": false,
|
87 |
+
"rstrip": false,
|
88 |
+
"single_word": false,
|
89 |
+
"special": true
|
90 |
+
},
|
91 |
+
"250008": {
|
92 |
+
"content": "fr_XX",
|
93 |
+
"lstrip": false,
|
94 |
+
"normalized": false,
|
95 |
+
"rstrip": false,
|
96 |
+
"single_word": false,
|
97 |
+
"special": true
|
98 |
+
},
|
99 |
+
"250009": {
|
100 |
+
"content": "gu_IN",
|
101 |
+
"lstrip": false,
|
102 |
+
"normalized": false,
|
103 |
+
"rstrip": false,
|
104 |
+
"single_word": false,
|
105 |
+
"special": true
|
106 |
+
},
|
107 |
+
"250010": {
|
108 |
+
"content": "hi_IN",
|
109 |
+
"lstrip": false,
|
110 |
+
"normalized": false,
|
111 |
+
"rstrip": false,
|
112 |
+
"single_word": false,
|
113 |
+
"special": true
|
114 |
+
},
|
115 |
+
"250011": {
|
116 |
+
"content": "it_IT",
|
117 |
+
"lstrip": false,
|
118 |
+
"normalized": false,
|
119 |
+
"rstrip": false,
|
120 |
+
"single_word": false,
|
121 |
+
"special": true
|
122 |
+
},
|
123 |
+
"250012": {
|
124 |
+
"content": "ja_XX",
|
125 |
+
"lstrip": false,
|
126 |
+
"normalized": false,
|
127 |
+
"rstrip": false,
|
128 |
+
"single_word": false,
|
129 |
+
"special": true
|
130 |
+
},
|
131 |
+
"250013": {
|
132 |
+
"content": "kk_KZ",
|
133 |
+
"lstrip": false,
|
134 |
+
"normalized": false,
|
135 |
+
"rstrip": false,
|
136 |
+
"single_word": false,
|
137 |
+
"special": true
|
138 |
+
},
|
139 |
+
"250014": {
|
140 |
+
"content": "ko_KR",
|
141 |
+
"lstrip": false,
|
142 |
+
"normalized": false,
|
143 |
+
"rstrip": false,
|
144 |
+
"single_word": false,
|
145 |
+
"special": true
|
146 |
+
},
|
147 |
+
"250015": {
|
148 |
+
"content": "lt_LT",
|
149 |
+
"lstrip": false,
|
150 |
+
"normalized": false,
|
151 |
+
"rstrip": false,
|
152 |
+
"single_word": false,
|
153 |
+
"special": true
|
154 |
+
},
|
155 |
+
"250016": {
|
156 |
+
"content": "lv_LV",
|
157 |
+
"lstrip": false,
|
158 |
+
"normalized": false,
|
159 |
+
"rstrip": false,
|
160 |
+
"single_word": false,
|
161 |
+
"special": true
|
162 |
+
},
|
163 |
+
"250017": {
|
164 |
+
"content": "my_MM",
|
165 |
+
"lstrip": false,
|
166 |
+
"normalized": false,
|
167 |
+
"rstrip": false,
|
168 |
+
"single_word": false,
|
169 |
+
"special": true
|
170 |
+
},
|
171 |
+
"250018": {
|
172 |
+
"content": "ne_NP",
|
173 |
+
"lstrip": false,
|
174 |
+
"normalized": false,
|
175 |
+
"rstrip": false,
|
176 |
+
"single_word": false,
|
177 |
+
"special": true
|
178 |
+
},
|
179 |
+
"250019": {
|
180 |
+
"content": "nl_XX",
|
181 |
+
"lstrip": false,
|
182 |
+
"normalized": false,
|
183 |
+
"rstrip": false,
|
184 |
+
"single_word": false,
|
185 |
+
"special": true
|
186 |
+
},
|
187 |
+
"250020": {
|
188 |
+
"content": "ro_RO",
|
189 |
+
"lstrip": false,
|
190 |
+
"normalized": false,
|
191 |
+
"rstrip": false,
|
192 |
+
"single_word": false,
|
193 |
+
"special": true
|
194 |
+
},
|
195 |
+
"250021": {
|
196 |
+
"content": "ru_RU",
|
197 |
+
"lstrip": false,
|
198 |
+
"normalized": false,
|
199 |
+
"rstrip": false,
|
200 |
+
"single_word": false,
|
201 |
+
"special": true
|
202 |
+
},
|
203 |
+
"250022": {
|
204 |
+
"content": "si_LK",
|
205 |
+
"lstrip": false,
|
206 |
+
"normalized": false,
|
207 |
+
"rstrip": false,
|
208 |
+
"single_word": false,
|
209 |
+
"special": true
|
210 |
+
},
|
211 |
+
"250023": {
|
212 |
+
"content": "tr_TR",
|
213 |
+
"lstrip": false,
|
214 |
+
"normalized": false,
|
215 |
+
"rstrip": false,
|
216 |
+
"single_word": false,
|
217 |
+
"special": true
|
218 |
+
},
|
219 |
+
"250024": {
|
220 |
+
"content": "vi_VN",
|
221 |
+
"lstrip": false,
|
222 |
+
"normalized": false,
|
223 |
+
"rstrip": false,
|
224 |
+
"single_word": false,
|
225 |
+
"special": true
|
226 |
+
},
|
227 |
+
"250025": {
|
228 |
+
"content": "zh_CN",
|
229 |
+
"lstrip": false,
|
230 |
+
"normalized": false,
|
231 |
+
"rstrip": false,
|
232 |
+
"single_word": false,
|
233 |
+
"special": true
|
234 |
+
},
|
235 |
+
"250026": {
|
236 |
+
"content": "af_ZA",
|
237 |
+
"lstrip": false,
|
238 |
+
"normalized": false,
|
239 |
+
"rstrip": false,
|
240 |
+
"single_word": false,
|
241 |
+
"special": true
|
242 |
+
},
|
243 |
+
"250027": {
|
244 |
+
"content": "az_AZ",
|
245 |
+
"lstrip": false,
|
246 |
+
"normalized": false,
|
247 |
+
"rstrip": false,
|
248 |
+
"single_word": false,
|
249 |
+
"special": true
|
250 |
+
},
|
251 |
+
"250028": {
|
252 |
+
"content": "bn_IN",
|
253 |
+
"lstrip": false,
|
254 |
+
"normalized": false,
|
255 |
+
"rstrip": false,
|
256 |
+
"single_word": false,
|
257 |
+
"special": true
|
258 |
+
},
|
259 |
+
"250029": {
|
260 |
+
"content": "fa_IR",
|
261 |
+
"lstrip": false,
|
262 |
+
"normalized": false,
|
263 |
+
"rstrip": false,
|
264 |
+
"single_word": false,
|
265 |
+
"special": true
|
266 |
+
},
|
267 |
+
"250030": {
|
268 |
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"content": "he_IL",
|
269 |
+
"lstrip": false,
|
270 |
+
"normalized": false,
|
271 |
+
"rstrip": false,
|
272 |
+
"single_word": false,
|
273 |
+
"special": true
|
274 |
+
},
|
275 |
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"250031": {
|
276 |
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"content": "hr_HR",
|
277 |
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"lstrip": false,
|
278 |
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"normalized": false,
|
279 |
+
"rstrip": false,
|
280 |
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|
281 |
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"special": true
|
282 |
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},
|
283 |
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"250032": {
|
284 |
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"content": "id_ID",
|
285 |
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"lstrip": false,
|
286 |
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"normalized": false,
|
287 |
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"rstrip": false,
|
288 |
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"single_word": false,
|
289 |
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"special": true
|
290 |
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},
|
291 |
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"250033": {
|
292 |
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"content": "ka_GE",
|
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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"250034": {
|
300 |
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"content": "km_KH",
|
301 |
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"lstrip": false,
|
302 |
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"normalized": false,
|
303 |
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