Commit
·
794cf97
1
Parent(s):
18cf0a2
Pre-v5 update for the tokeniser (training date pushed to the 25th)
Browse files- .gitignore +3 -1
- README.md +2 -2
- checkpoints/checkpoint-61500/model.safetensors +1 -1
- checkpoints/checkpoint-61500/optimizer.pt +1 -1
- checkpoints/checkpoint-61500/rng_state.pth +1 -1
- checkpoints/checkpoint-61500/scaler.pt +1 -1
- checkpoints/checkpoint-61500/scheduler.pt +1 -1
- checkpoints/checkpoint-61500/special_tokens_map.json +7 -0
- checkpoints/checkpoint-61500/tokenizer.json +0 -0
- checkpoints/checkpoint-61500/tokenizer_config.json +213 -204
- checkpoints/checkpoint-61500/trainer_state.json +344 -344
- checkpoints/checkpoint-62000/model.safetensors +1 -1
- checkpoints/checkpoint-62000/optimizer.pt +1 -1
- checkpoints/checkpoint-62000/rng_state.pth +1 -1
- checkpoints/checkpoint-62000/scaler.pt +1 -1
- checkpoints/checkpoint-62000/scheduler.pt +1 -1
- checkpoints/checkpoint-62000/special_tokens_map.json +7 -0
- checkpoints/checkpoint-62000/tokenizer.json +0 -0
- checkpoints/checkpoint-62000/tokenizer_config.json +213 -204
- checkpoints/checkpoint-62000/trainer_state.json +347 -347
- checkpoints/checkpoint-62228/model.safetensors +1 -1
- checkpoints/checkpoint-62228/optimizer.pt +1 -1
- checkpoints/checkpoint-62228/rng_state.pth +1 -1
- checkpoints/checkpoint-62228/scaler.pt +1 -1
- checkpoints/checkpoint-62228/scheduler.pt +1 -1
- checkpoints/checkpoint-62228/special_tokens_map.json +7 -0
- checkpoints/checkpoint-62228/tokenizer.json +0 -0
- checkpoints/checkpoint-62228/tokenizer_config.json +213 -204
- checkpoints/checkpoint-62228/trainer_state.json +347 -347
- config.json +0 -60
- generation_config.json +0 -7
- requirements.txt +1 -0
- special_tokens_map.json +0 -125
- src/tokeniser/added_tokens.json +102 -0
- model.safetensors → src/tokeniser/dalat5_sp.model +2 -2
- src/tokeniser/dalat5_sp.vocab +0 -0
- src/tokeniser/special_tokens_map.json +21 -4
- spiece.model → src/tokeniser/spiece.model +2 -2
- src/tokeniser/tokenizer.json +0 -0
- src/tokeniser/tokenizer_config.json +405 -412
- src/train_t5.py +17 -2
- src/train_tokeniser.py +30 -43
- tokenizer.json +0 -0
- tokenizer_config.json +0 -939
.gitignore
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/src/data/clean_corpus.jsonl
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/src/test_t5.py
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/src/data/tokeniser_corpus.txt
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/src/data/clean_corpus.jsonl
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/src/data/kk.txt
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/logs/**
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/src/test_t5.py
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/src/test_tokeniser.py
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README.md
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KazParC деректер жинағын жүктеп алу үшін сізге Hugging Face есептік жазбасы қажет екенін ескеріңіз. Бұған қоса, жүктеп алуды бастау үшін өзіңізді аутентификациялау үшін `huggingface-cli` орнатуыңыз қажет. Бұл туралы толығырақ [мына жерден](https://huggingface.co/docs/huggingface_hub/en/guides/cli) оқыңыз / Please note that you'll need a Hugging Face account to download the KazParC dataset. Additionally, you'll need to install `huggingface-cli` to authenticate yourself for the download to commence. Read more about it [here](https://huggingface.co/docs/huggingface_hub/en/guides/cli).
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Егер сіз Windows жүйесінде болсаңыз, `get_data.sh` сценарийі жұмыс істемеуі мүмкін. Дегенмен, файлдағы сілтемелерді орындап, ондағы қадамдарды қолмен орындау арқылы әлі де деректерді алуға болады. Сол сияқты, `generate_clean_corpus.sh` файлында да қате пайда болады, бұл `kazakh_latin_corpus.json` файлындағы бос немесе бос жолдарды сүзу, сондай-ақ оны араластыру үшін Windows жүйесінің баламалы мүмкіндігін табуды талап етеді. Бұған қоса, `wikiextractor` бумасын алдын ала орнатқаныңызға сенімді болыңыз (нақты пайдаланылған нұсқаны `requirements.txt` файлынан табуға болады) / If you're on Windows, the `get_data.sh` script likely won't work. However, you can still get the data by following the links in the file and manually doing the steps in there. Likewise, `generate_clean_corpus.sh` will also error out, requiring you to find an equivalent Windows functionality to filter out blank or empty lines in the `kazakh_latin_corpus.json` file, as well as shuffle it. Additionally, be sure to install the `wikiextractor` package beforehand (the exact version used can be found in the `requirements.txt` file).
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---
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- **DalaT5 v4**: 23 сәуірде нақтыланған, 23 сәуірде қолжетімді болды. Жаттығу үшін ~1,9 миллион жазба (Wikipedia dump + CC100 + KazParC) пайдаланылды. Семантикалық түсініктің жоғарылауын көрсететін төртінші итерация / Fine-tuned on April 23, made available on April 23. Used ~1.9 million records (Wikipedia dump + CC100 + KazParC) for training. Fourth iteration that showed increased semantic understanding
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- **DalaT5 v5**: 24 сәуірде болатын нақты баптау сол күні шығарылады. ~1,9 миллион жазбаны (v4 сияқты) пайдалануға және қазақ кириллица және латын графикасын жақсырақ өңдеу үшін жеке таңбалауышқа ие болуға орнату / Fine-tuning
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---
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KazParC деректер жинағын жүктеп алу үшін сізге Hugging Face есептік жазбасы қажет екенін ескеріңіз. Бұған қоса, жүктеп алуды бастау үшін өзіңізді аутентификациялау үшін `huggingface-cli` орнатуыңыз қажет. Бұл туралы толығырақ [мына жерден](https://huggingface.co/docs/huggingface_hub/en/guides/cli) оқыңыз / Please note that you'll need a Hugging Face account to download the KazParC dataset. Additionally, you'll need to install `huggingface-cli` to authenticate yourself for the download to commence. Read more about it [here](https://huggingface.co/docs/huggingface_hub/en/guides/cli).
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+
Егер сіз Windows жүйесінде болсаңыз, `get_data.sh` сценарийі жұмыс істемеуі мүмкін. Дегенмен, файлдағы сілтемелерді орындап, ондағы қадамдарды қолмен орындау арқылы әлі де деректерді алуға болады. Сол сияқты, `generate_clean_corpus.sh` файлында да қате пайда болады, бұл `kazakh_latin_corpus.json` файлындағы бос немесе бос жолдарды сүзу, сондай-ақ оны араластыру үшін Windows жүйесінің баламалы мүмкіндігін табуды талап етеді. Бұған қоса, `wikiextractor` және `sentencepiece` бумасын алдын ала орнатқаныңызға сенімді болыңыз (нақты пайдаланылған нұсқаны `requirements.txt` файлынан табуға болады). / If you're on Windows, the `get_data.sh` script likely won't work. However, you can still get the data by following the links in the file and manually doing the steps in there. Likewise, `generate_clean_corpus.sh` will also error out, requiring you to find an equivalent Windows functionality to filter out blank or empty lines in the `kazakh_latin_corpus.json` file, as well as shuffle it. Additionally, be sure to install the `wikiextractor` and `sentencepiece` package beforehand (the exact version used can be found in the `requirements.txt` file).
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---
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- **DalaT5 v4**: 23 сәуірде нақтыланған, 23 сәуірде қолжетімді болды. Жаттығу үшін ~1,9 миллион жазба (Wikipedia dump + CC100 + KazParC) пайдаланылды. Семантикалық түсініктің жоғарылауын көрсететін төртінші итерация / Fine-tuned on April 23, made available on April 23. Used ~1.9 million records (Wikipedia dump + CC100 + KazParC) for training. Fourth iteration that showed increased semantic understanding
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- **DalaT5 v5**: 24 сәуірде болатын нақты баптау сол күні шығарылады. ~1,9 миллион жазбаны (v4 сияқты) пайдалануға және қазақ кириллица және латын графикасын жақсырақ өңдеу үшін жеке таңбалауышқа ие болуға орнату / Fine-tuning will take place on April 25 and will be released on the same day. Set to use ~1.9 million records (like v4) and have its own tokeniser to better handle the Kazakh Cyrillic and Latin scripts
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---
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checkpoints/checkpoint-61500/model.safetensors
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|
@@ -433,392 +433,400 @@
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| 714 |
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|
| 715 |
},
|
| 716 |
-
"
|
| 717 |
-
"content": "<
|
| 718 |
"lstrip": false,
|
| 719 |
"normalized": false,
|
| 720 |
"rstrip": false,
|
| 721 |
"single_word": false,
|
| 722 |
"special": true
|
| 723 |
},
|
| 724 |
-
"
|
| 725 |
-
"content": "<
|
| 726 |
"lstrip": false,
|
| 727 |
"normalized": false,
|
| 728 |
"rstrip": false,
|
| 729 |
"single_word": false,
|
| 730 |
"special": true
|
| 731 |
},
|
| 732 |
-
"
|
| 733 |
-
"content": "<
|
| 734 |
"lstrip": false,
|
| 735 |
"normalized": false,
|
| 736 |
"rstrip": false,
|
| 737 |
"single_word": false,
|
| 738 |
"special": true
|
| 739 |
},
|
| 740 |
-
"
|
| 741 |
-
"content": "<
|
| 742 |
"lstrip": false,
|
| 743 |
"normalized": false,
|
| 744 |
"rstrip": false,
|
| 745 |
"single_word": false,
|
| 746 |
"special": true
|
| 747 |
},
|
| 748 |
-
"
|
| 749 |
-
"content": "<
|
| 750 |
"lstrip": false,
|
| 751 |
"normalized": false,
|
| 752 |
"rstrip": false,
|
| 753 |
"single_word": false,
|
| 754 |
"special": true
|
| 755 |
},
|
| 756 |
-
"
|
| 757 |
-
"content": "<
|
| 758 |
"lstrip": false,
|
| 759 |
"normalized": false,
|
| 760 |
"rstrip": false,
|
| 761 |
"single_word": false,
|
| 762 |
"special": true
|
| 763 |
},
|
| 764 |
-
"
|
| 765 |
-
"content": "<
|
| 766 |
"lstrip": false,
|
| 767 |
"normalized": false,
|
| 768 |
"rstrip": false,
|
| 769 |
"single_word": false,
|
| 770 |
"special": true
|
| 771 |
},
|
| 772 |
-
"
|
| 773 |
-
"content": "<
|
| 774 |
"lstrip": false,
|
| 775 |
"normalized": false,
|
| 776 |
"rstrip": false,
|
| 777 |
"single_word": false,
|
| 778 |
"special": true
|
| 779 |
},
|
| 780 |
-
"
|
| 781 |
-
"content": "<
|
| 782 |
"lstrip": false,
|
| 783 |
"normalized": false,
|
| 784 |
"rstrip": false,
|
| 785 |
"single_word": false,
|
| 786 |
"special": true
|
| 787 |
},
|
| 788 |
-
"
|
| 789 |
-
"content": "<
|
| 790 |
"lstrip": false,
|
| 791 |
"normalized": false,
|
| 792 |
"rstrip": false,
|
| 793 |
"single_word": false,
|
| 794 |
"special": true
|
| 795 |
},
|
| 796 |
-
"
|
| 797 |
-
"content": "<
|
| 798 |
"lstrip": false,
|
| 799 |
"normalized": false,
|
| 800 |
"rstrip": false,
|
| 801 |
"single_word": false,
|
| 802 |
"special": true
|
| 803 |
},
|
| 804 |
-
"
|
| 805 |
-
"content": "<
|
| 806 |
"lstrip": false,
|
| 807 |
"normalized": false,
|
| 808 |
"rstrip": false,
|
| 809 |
"single_word": false,
|
| 810 |
"special": true
|
| 811 |
},
|
| 812 |
-
"
|
| 813 |
-
"content": "<
|
| 814 |
"lstrip": false,
|
| 815 |
"normalized": false,
|
| 816 |
"rstrip": false,
|
| 817 |
"single_word": false,
|
| 818 |
"special": true
|
| 819 |
},
|
| 820 |
-
"
|
| 821 |
-
"content": "<
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 822 |
"lstrip": false,
|
| 823 |
"normalized": false,
|
| 824 |
"rstrip": false,
|
|
@@ -928,12 +936,13 @@
|
|
| 928 |
"<extra_id_98>",
|
| 929 |
"<extra_id_99>"
|
| 930 |
],
|
| 931 |
-
"
|
|
|
|
| 932 |
"eos_token": "</s>",
|
| 933 |
"extra_ids": 100,
|
| 934 |
"extra_special_tokens": {},
|
| 935 |
-
"model_max_length":
|
| 936 |
"pad_token": "<pad>",
|
| 937 |
-
"tokenizer_class": "
|
| 938 |
"unk_token": "<unk>"
|
| 939 |
}
|
|
|
|
| 10 |
"special": true
|
| 11 |
},
|
| 12 |
"1": {
|
| 13 |
+
"content": "<s>",
|
| 14 |
"lstrip": false,
|
| 15 |
"normalized": false,
|
| 16 |
"rstrip": false,
|
|
|
|
| 18 |
"special": true
|
| 19 |
},
|
| 20 |
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
"lstrip": false,
|
| 23 |
"normalized": false,
|
| 24 |
"rstrip": false,
|
| 25 |
"single_word": false,
|
| 26 |
"special": true
|
| 27 |
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
"lstrip": false,
|
| 31 |
"normalized": false,
|
| 32 |
"rstrip": false,
|
| 33 |
"single_word": false,
|
| 34 |
"special": true
|
| 35 |
},
|
| 36 |
+
"8000": {
|
| 37 |
+
"content": "<extra_id_0>",
|
| 38 |
"lstrip": false,
|
| 39 |
"normalized": false,
|
| 40 |
"rstrip": false,
|
| 41 |
"single_word": false,
|
| 42 |
"special": true
|
| 43 |
},
|
| 44 |
+
"8001": {
|
| 45 |
+
"content": "<extra_id_1>",
|
| 46 |
"lstrip": false,
|
| 47 |
"normalized": false,
|
| 48 |
"rstrip": false,
|
| 49 |
"single_word": false,
|
| 50 |
"special": true
|
| 51 |
},
|
| 52 |
+
"8002": {
|
| 53 |
+
"content": "<extra_id_2>",
|
| 54 |
"lstrip": false,
|
| 55 |
"normalized": false,
|
| 56 |
"rstrip": false,
|
| 57 |
"single_word": false,
|
| 58 |
"special": true
|
| 59 |
},
|
| 60 |
+
"8003": {
|
| 61 |
+
"content": "<extra_id_3>",
|
| 62 |
"lstrip": false,
|
| 63 |
"normalized": false,
|
| 64 |
"rstrip": false,
|
| 65 |
"single_word": false,
|
| 66 |
"special": true
|
| 67 |
},
|
| 68 |
+
"8004": {
|
| 69 |
+
"content": "<extra_id_4>",
|
| 70 |
"lstrip": false,
|
| 71 |
"normalized": false,
|
| 72 |
"rstrip": false,
|
| 73 |
"single_word": false,
|
| 74 |
"special": true
|
| 75 |
},
|
| 76 |
+
"8005": {
|
| 77 |
+
"content": "<extra_id_5>",
|
| 78 |
"lstrip": false,
|
| 79 |
"normalized": false,
|
| 80 |
"rstrip": false,
|
| 81 |
"single_word": false,
|
| 82 |
"special": true
|
| 83 |
},
|
| 84 |
+
"8006": {
|
| 85 |
+
"content": "<extra_id_6>",
|
| 86 |
"lstrip": false,
|
| 87 |
"normalized": false,
|
| 88 |
"rstrip": false,
|
| 89 |
"single_word": false,
|
| 90 |
"special": true
|
| 91 |
},
|
| 92 |
+
"8007": {
|
| 93 |
+
"content": "<extra_id_7>",
|
| 94 |
"lstrip": false,
|
| 95 |
"normalized": false,
|
| 96 |
"rstrip": false,
|
| 97 |
"single_word": false,
|
| 98 |
"special": true
|
| 99 |
},
|
| 100 |
+
"8008": {
|
| 101 |
+
"content": "<extra_id_8>",
|
| 102 |
"lstrip": false,
|
| 103 |
"normalized": false,
|
| 104 |
"rstrip": false,
|
| 105 |
"single_word": false,
|
| 106 |
"special": true
|
| 107 |
},
|
| 108 |
+
"8009": {
|
| 109 |
+
"content": "<extra_id_9>",
|
| 110 |
"lstrip": false,
|
| 111 |
"normalized": false,
|
| 112 |
"rstrip": false,
|
| 113 |
"single_word": false,
|
| 114 |
"special": true
|
| 115 |
},
|
| 116 |
+
"8010": {
|
| 117 |
+
"content": "<extra_id_10>",
|
| 118 |
"lstrip": false,
|
| 119 |
"normalized": false,
|
| 120 |
"rstrip": false,
|
| 121 |
"single_word": false,
|
| 122 |
"special": true
|
| 123 |
},
|
| 124 |
+
"8011": {
|
| 125 |
+
"content": "<extra_id_11>",
|
| 126 |
"lstrip": false,
|
| 127 |
"normalized": false,
|
| 128 |
"rstrip": false,
|
| 129 |
"single_word": false,
|
| 130 |
"special": true
|
| 131 |
},
|
| 132 |
+
"8012": {
|
| 133 |
+
"content": "<extra_id_12>",
|
| 134 |
"lstrip": false,
|
| 135 |
"normalized": false,
|
| 136 |
"rstrip": false,
|
| 137 |
"single_word": false,
|
| 138 |
"special": true
|
| 139 |
},
|
| 140 |
+
"8013": {
|
| 141 |
+
"content": "<extra_id_13>",
|
| 142 |
"lstrip": false,
|
| 143 |
"normalized": false,
|
| 144 |
"rstrip": false,
|
| 145 |
"single_word": false,
|
| 146 |
"special": true
|
| 147 |
},
|
| 148 |
+
"8014": {
|
| 149 |
+
"content": "<extra_id_14>",
|
| 150 |
"lstrip": false,
|
| 151 |
"normalized": false,
|
| 152 |
"rstrip": false,
|
| 153 |
"single_word": false,
|
| 154 |
"special": true
|
| 155 |
},
|
| 156 |
+
"8015": {
|
| 157 |
+
"content": "<extra_id_15>",
|
| 158 |
"lstrip": false,
|
| 159 |
"normalized": false,
|
| 160 |
"rstrip": false,
|
| 161 |
"single_word": false,
|
| 162 |
"special": true
|
| 163 |
},
|
| 164 |
+
"8016": {
|
| 165 |
+
"content": "<extra_id_16>",
|
| 166 |
"lstrip": false,
|
| 167 |
"normalized": false,
|
| 168 |
"rstrip": false,
|
| 169 |
"single_word": false,
|
| 170 |
"special": true
|
| 171 |
},
|
| 172 |
+
"8017": {
|
| 173 |
+
"content": "<extra_id_17>",
|
| 174 |
"lstrip": false,
|
| 175 |
"normalized": false,
|
| 176 |
"rstrip": false,
|
| 177 |
"single_word": false,
|
| 178 |
"special": true
|
| 179 |
},
|
| 180 |
+
"8018": {
|
| 181 |
+
"content": "<extra_id_18>",
|
| 182 |
"lstrip": false,
|
| 183 |
"normalized": false,
|
| 184 |
"rstrip": false,
|
| 185 |
"single_word": false,
|
| 186 |
"special": true
|
| 187 |
},
|
| 188 |
+
"8019": {
|
| 189 |
+
"content": "<extra_id_19>",
|
| 190 |
"lstrip": false,
|
| 191 |
"normalized": false,
|
| 192 |
"rstrip": false,
|
| 193 |
"single_word": false,
|
| 194 |
"special": true
|
| 195 |
},
|
| 196 |
+
"8020": {
|
| 197 |
+
"content": "<extra_id_20>",
|
| 198 |
"lstrip": false,
|
| 199 |
"normalized": false,
|
| 200 |
"rstrip": false,
|
| 201 |
"single_word": false,
|
| 202 |
"special": true
|
| 203 |
},
|
| 204 |
+
"8021": {
|
| 205 |
+
"content": "<extra_id_21>",
|
| 206 |
"lstrip": false,
|
| 207 |
"normalized": false,
|
| 208 |
"rstrip": false,
|
| 209 |
"single_word": false,
|
| 210 |
"special": true
|
| 211 |
},
|
| 212 |
+
"8022": {
|
| 213 |
+
"content": "<extra_id_22>",
|
| 214 |
"lstrip": false,
|
| 215 |
"normalized": false,
|
| 216 |
"rstrip": false,
|
| 217 |
"single_word": false,
|
| 218 |
"special": true
|
| 219 |
},
|
| 220 |
+
"8023": {
|
| 221 |
+
"content": "<extra_id_23>",
|
| 222 |
"lstrip": false,
|
| 223 |
"normalized": false,
|
| 224 |
"rstrip": false,
|
| 225 |
"single_word": false,
|
| 226 |
"special": true
|
| 227 |
},
|
| 228 |
+
"8024": {
|
| 229 |
+
"content": "<extra_id_24>",
|
| 230 |
"lstrip": false,
|
| 231 |
"normalized": false,
|
| 232 |
"rstrip": false,
|
| 233 |
"single_word": false,
|
| 234 |
"special": true
|
| 235 |
},
|
| 236 |
+
"8025": {
|
| 237 |
+
"content": "<extra_id_25>",
|
| 238 |
"lstrip": false,
|
| 239 |
"normalized": false,
|
| 240 |
"rstrip": false,
|
| 241 |
"single_word": false,
|
| 242 |
"special": true
|
| 243 |
},
|
| 244 |
+
"8026": {
|
| 245 |
+
"content": "<extra_id_26>",
|
| 246 |
"lstrip": false,
|
| 247 |
"normalized": false,
|
| 248 |
"rstrip": false,
|
| 249 |
"single_word": false,
|
| 250 |
"special": true
|
| 251 |
},
|
| 252 |
+
"8027": {
|
| 253 |
+
"content": "<extra_id_27>",
|
| 254 |
"lstrip": false,
|
| 255 |
"normalized": false,
|
| 256 |
"rstrip": false,
|
| 257 |
"single_word": false,
|
| 258 |
"special": true
|
| 259 |
},
|
| 260 |
+
"8028": {
|
| 261 |
+
"content": "<extra_id_28>",
|
| 262 |
"lstrip": false,
|
| 263 |
"normalized": false,
|
| 264 |
"rstrip": false,
|
| 265 |
"single_word": false,
|
| 266 |
"special": true
|
| 267 |
},
|
| 268 |
+
"8029": {
|
| 269 |
+
"content": "<extra_id_29>",
|
| 270 |
"lstrip": false,
|
| 271 |
"normalized": false,
|
| 272 |
"rstrip": false,
|
| 273 |
"single_word": false,
|
| 274 |
"special": true
|
| 275 |
},
|
| 276 |
+
"8030": {
|
| 277 |
+
"content": "<extra_id_30>",
|
| 278 |
"lstrip": false,
|
| 279 |
"normalized": false,
|
| 280 |
"rstrip": false,
|
| 281 |
"single_word": false,
|
| 282 |
"special": true
|
| 283 |
},
|
| 284 |
+
"8031": {
|
| 285 |
+
"content": "<extra_id_31>",
|
| 286 |
"lstrip": false,
|
| 287 |
"normalized": false,
|
| 288 |
"rstrip": false,
|
| 289 |
"single_word": false,
|
| 290 |
"special": true
|
| 291 |
},
|
| 292 |
+
"8032": {
|
| 293 |
+
"content": "<extra_id_32>",
|
| 294 |
"lstrip": false,
|
| 295 |
"normalized": false,
|
| 296 |
"rstrip": false,
|
| 297 |
"single_word": false,
|
| 298 |
"special": true
|
| 299 |
},
|
| 300 |
+
"8033": {
|
| 301 |
+
"content": "<extra_id_33>",
|
| 302 |
"lstrip": false,
|
| 303 |
"normalized": false,
|
| 304 |
"rstrip": false,
|
| 305 |
"single_word": false,
|
| 306 |
"special": true
|
| 307 |
},
|
| 308 |
+
"8034": {
|
| 309 |
+
"content": "<extra_id_34>",
|
| 310 |
"lstrip": false,
|
| 311 |
"normalized": false,
|
| 312 |
"rstrip": false,
|
| 313 |
"single_word": false,
|
| 314 |
"special": true
|
| 315 |
},
|
| 316 |
+
"8035": {
|
| 317 |
+
"content": "<extra_id_35>",
|
| 318 |
"lstrip": false,
|
| 319 |
"normalized": false,
|
| 320 |
"rstrip": false,
|
| 321 |
"single_word": false,
|
| 322 |
"special": true
|
| 323 |
},
|
| 324 |
+
"8036": {
|
| 325 |
+
"content": "<extra_id_36>",
|
| 326 |
"lstrip": false,
|
| 327 |
"normalized": false,
|
| 328 |
"rstrip": false,
|
| 329 |
"single_word": false,
|
| 330 |
"special": true
|
| 331 |
},
|
| 332 |
+
"8037": {
|
| 333 |
+
"content": "<extra_id_37>",
|
| 334 |
"lstrip": false,
|
| 335 |
"normalized": false,
|
| 336 |
"rstrip": false,
|
| 337 |
"single_word": false,
|
| 338 |
"special": true
|
| 339 |
},
|
| 340 |
+
"8038": {
|
| 341 |
+
"content": "<extra_id_38>",
|
| 342 |
"lstrip": false,
|
| 343 |
"normalized": false,
|
| 344 |
"rstrip": false,
|
| 345 |
"single_word": false,
|
| 346 |
"special": true
|
| 347 |
},
|
| 348 |
+
"8039": {
|
| 349 |
+
"content": "<extra_id_39>",
|
| 350 |
"lstrip": false,
|
| 351 |
"normalized": false,
|
| 352 |
"rstrip": false,
|
| 353 |
"single_word": false,
|
| 354 |
"special": true
|
| 355 |
},
|
| 356 |
+
"8040": {
|
| 357 |
+
"content": "<extra_id_40>",
|
| 358 |
"lstrip": false,
|
| 359 |
"normalized": false,
|
| 360 |
"rstrip": false,
|
| 361 |
"single_word": false,
|
| 362 |
"special": true
|
| 363 |
},
|
| 364 |
+
"8041": {
|
| 365 |
+
"content": "<extra_id_41>",
|
| 366 |
"lstrip": false,
|
| 367 |
"normalized": false,
|
| 368 |
"rstrip": false,
|
| 369 |
"single_word": false,
|
| 370 |
"special": true
|
| 371 |
},
|
| 372 |
+
"8042": {
|
| 373 |
+
"content": "<extra_id_42>",
|
| 374 |
"lstrip": false,
|
| 375 |
"normalized": false,
|
| 376 |
"rstrip": false,
|
| 377 |
"single_word": false,
|
| 378 |
"special": true
|
| 379 |
},
|
| 380 |
+
"8043": {
|
| 381 |
+
"content": "<extra_id_43>",
|
| 382 |
"lstrip": false,
|
| 383 |
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| 826 |
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| 827 |
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| 828 |
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| 829 |
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| 830 |
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| 831 |
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| 832 |
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|
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|
| 936 |
"<extra_id_98>",
|
| 937 |
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|
| 938 |
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| 939 |
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|
| 940 |
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| 941 |
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| 942 |
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| 943 |
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| 945 |
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| 946 |
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| 947 |
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| 948 |
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|
checkpoints/checkpoint-61500/trainer_state.json
CHANGED
|
@@ -11,863 +11,863 @@
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.016069936363052,
|
| 14 |
-
"grad_norm": 0.
|
| 15 |
-
"learning_rate": 4.
|
| 16 |
-
"loss": 2.
|
| 17 |
"step": 500
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.032139872726104,
|
| 21 |
-
"grad_norm": 0.
|
| 22 |
-
"learning_rate": 4.
|
| 23 |
-
"loss":
|
| 24 |
"step": 1000
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.04820980908915601,
|
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| 467 |
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| 468 |
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| 475 |
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| 476 |
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| 485 |
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| 499 |
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| 500 |
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| 523 |
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| 524 |
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| 540 |
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| 548 |
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| 558 |
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| 563 |
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| 564 |
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| 566 |
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| 571 |
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| 579 |
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| 619 |
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| 627 |
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| 635 |
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| 651 |
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| 667 |
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| 668 |
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| 669 |
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| 675 |
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| 700 |
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| 732 |
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| 740 |
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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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|
| 780 |
-
"
|
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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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"special": true
|
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|
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-
"
|
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-
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|
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|
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|
| 800 |
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|
| 801 |
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|
| 802 |
"special": true
|
| 803 |
},
|
| 804 |
-
"
|
| 805 |
-
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|
| 806 |
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|
| 807 |
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|
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|
| 809 |
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|
| 810 |
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|
| 811 |
},
|
| 812 |
-
"
|
| 813 |
-
"content": "<
|
| 814 |
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|
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|
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|
| 817 |
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|
| 818 |
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|
| 819 |
},
|
| 820 |
-
"
|
| 821 |
-
"content": "<
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 822 |
"lstrip": false,
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|
| 824 |
"rstrip": false,
|
|
@@ -928,12 +936,13 @@
|
|
| 928 |
"<extra_id_98>",
|
| 929 |
"<extra_id_99>"
|
| 930 |
],
|
| 931 |
-
"
|
|
|
|
| 932 |
"eos_token": "</s>",
|
| 933 |
"extra_ids": 100,
|
| 934 |
"extra_special_tokens": {},
|
| 935 |
-
"model_max_length":
|
| 936 |
"pad_token": "<pad>",
|
| 937 |
-
"tokenizer_class": "
|
| 938 |
"unk_token": "<unk>"
|
| 939 |
}
|
|
|
|
| 10 |
"special": true
|
| 11 |
},
|
| 12 |
"1": {
|
| 13 |
+
"content": "<s>",
|
| 14 |
"lstrip": false,
|
| 15 |
"normalized": false,
|
| 16 |
"rstrip": false,
|
|
|
|
| 18 |
"special": true
|
| 19 |
},
|
| 20 |
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
"lstrip": false,
|
| 23 |
"normalized": false,
|
| 24 |
"rstrip": false,
|
| 25 |
"single_word": false,
|
| 26 |
"special": true
|
| 27 |
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
"lstrip": false,
|
| 31 |
"normalized": false,
|
| 32 |
"rstrip": false,
|
| 33 |
"single_word": false,
|
| 34 |
"special": true
|
| 35 |
},
|
| 36 |
+
"8000": {
|
| 37 |
+
"content": "<extra_id_0>",
|
| 38 |
"lstrip": false,
|
| 39 |
"normalized": false,
|
| 40 |
"rstrip": false,
|
| 41 |
"single_word": false,
|
| 42 |
"special": true
|
| 43 |
},
|
| 44 |
+
"8001": {
|
| 45 |
+
"content": "<extra_id_1>",
|
| 46 |
"lstrip": false,
|
| 47 |
"normalized": false,
|
| 48 |
"rstrip": false,
|
| 49 |
"single_word": false,
|
| 50 |
"special": true
|
| 51 |
},
|
| 52 |
+
"8002": {
|
| 53 |
+
"content": "<extra_id_2>",
|
| 54 |
"lstrip": false,
|
| 55 |
"normalized": false,
|
| 56 |
"rstrip": false,
|
| 57 |
"single_word": false,
|
| 58 |
"special": true
|
| 59 |
},
|
| 60 |
+
"8003": {
|
| 61 |
+
"content": "<extra_id_3>",
|
| 62 |
"lstrip": false,
|
| 63 |
"normalized": false,
|
| 64 |
"rstrip": false,
|
| 65 |
"single_word": false,
|
| 66 |
"special": true
|
| 67 |
},
|
| 68 |
+
"8004": {
|
| 69 |
+
"content": "<extra_id_4>",
|
| 70 |
"lstrip": false,
|
| 71 |
"normalized": false,
|
| 72 |
"rstrip": false,
|
| 73 |
"single_word": false,
|
| 74 |
"special": true
|
| 75 |
},
|
| 76 |
+
"8005": {
|
| 77 |
+
"content": "<extra_id_5>",
|
| 78 |
"lstrip": false,
|
| 79 |
"normalized": false,
|
| 80 |
"rstrip": false,
|
| 81 |
"single_word": false,
|
| 82 |
"special": true
|
| 83 |
},
|
| 84 |
+
"8006": {
|
| 85 |
+
"content": "<extra_id_6>",
|
| 86 |
"lstrip": false,
|
| 87 |
"normalized": false,
|
| 88 |
"rstrip": false,
|
| 89 |
"single_word": false,
|
| 90 |
"special": true
|
| 91 |
},
|
| 92 |
+
"8007": {
|
| 93 |
+
"content": "<extra_id_7>",
|
| 94 |
"lstrip": false,
|
| 95 |
"normalized": false,
|
| 96 |
"rstrip": false,
|
| 97 |
"single_word": false,
|
| 98 |
"special": true
|
| 99 |
},
|
| 100 |
+
"8008": {
|
| 101 |
+
"content": "<extra_id_8>",
|
| 102 |
"lstrip": false,
|
| 103 |
"normalized": false,
|
| 104 |
"rstrip": false,
|
| 105 |
"single_word": false,
|
| 106 |
"special": true
|
| 107 |
},
|
| 108 |
+
"8009": {
|
| 109 |
+
"content": "<extra_id_9>",
|
| 110 |
"lstrip": false,
|
| 111 |
"normalized": false,
|
| 112 |
"rstrip": false,
|
| 113 |
"single_word": false,
|
| 114 |
"special": true
|
| 115 |
},
|
| 116 |
+
"8010": {
|
| 117 |
+
"content": "<extra_id_10>",
|
| 118 |
"lstrip": false,
|
| 119 |
"normalized": false,
|
| 120 |
"rstrip": false,
|
| 121 |
"single_word": false,
|
| 122 |
"special": true
|
| 123 |
},
|
| 124 |
+
"8011": {
|
| 125 |
+
"content": "<extra_id_11>",
|
| 126 |
"lstrip": false,
|
| 127 |
"normalized": false,
|
| 128 |
"rstrip": false,
|
| 129 |
"single_word": false,
|
| 130 |
"special": true
|
| 131 |
},
|
| 132 |
+
"8012": {
|
| 133 |
+
"content": "<extra_id_12>",
|
| 134 |
"lstrip": false,
|
| 135 |
"normalized": false,
|
| 136 |
"rstrip": false,
|
| 137 |
"single_word": false,
|
| 138 |
"special": true
|
| 139 |
},
|
| 140 |
+
"8013": {
|
| 141 |
+
"content": "<extra_id_13>",
|
| 142 |
"lstrip": false,
|
| 143 |
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|
@@ -433,392 +433,400 @@
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| 717 |
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"content": "<
|
| 718 |
"lstrip": false,
|
| 719 |
"normalized": false,
|
| 720 |
"rstrip": false,
|
| 721 |
"single_word": false,
|
| 722 |
"special": true
|
| 723 |
},
|
| 724 |
-
"
|
| 725 |
-
"content": "<
|
| 726 |
"lstrip": false,
|
| 727 |
"normalized": false,
|
| 728 |
"rstrip": false,
|
| 729 |
"single_word": false,
|
| 730 |
"special": true
|
| 731 |
},
|
| 732 |
-
"
|
| 733 |
-
"content": "<
|
| 734 |
"lstrip": false,
|
| 735 |
"normalized": false,
|
| 736 |
"rstrip": false,
|
| 737 |
"single_word": false,
|
| 738 |
"special": true
|
| 739 |
},
|
| 740 |
-
"
|
| 741 |
-
"content": "<
|
| 742 |
"lstrip": false,
|
| 743 |
"normalized": false,
|
| 744 |
"rstrip": false,
|
| 745 |
"single_word": false,
|
| 746 |
"special": true
|
| 747 |
},
|
| 748 |
-
"
|
| 749 |
-
"content": "<
|
| 750 |
"lstrip": false,
|
| 751 |
"normalized": false,
|
| 752 |
"rstrip": false,
|
| 753 |
"single_word": false,
|
| 754 |
"special": true
|
| 755 |
},
|
| 756 |
-
"
|
| 757 |
-
"content": "<
|
| 758 |
"lstrip": false,
|
| 759 |
"normalized": false,
|
| 760 |
"rstrip": false,
|
| 761 |
"single_word": false,
|
| 762 |
"special": true
|
| 763 |
},
|
| 764 |
-
"
|
| 765 |
-
"content": "<
|
| 766 |
"lstrip": false,
|
| 767 |
"normalized": false,
|
| 768 |
"rstrip": false,
|
| 769 |
"single_word": false,
|
| 770 |
"special": true
|
| 771 |
},
|
| 772 |
-
"
|
| 773 |
-
"content": "<
|
| 774 |
"lstrip": false,
|
| 775 |
"normalized": false,
|
| 776 |
"rstrip": false,
|
| 777 |
"single_word": false,
|
| 778 |
"special": true
|
| 779 |
},
|
| 780 |
-
"
|
| 781 |
-
"content": "<
|
| 782 |
"lstrip": false,
|
| 783 |
"normalized": false,
|
| 784 |
"rstrip": false,
|
| 785 |
"single_word": false,
|
| 786 |
"special": true
|
| 787 |
},
|
| 788 |
-
"
|
| 789 |
-
"content": "<
|
| 790 |
"lstrip": false,
|
| 791 |
"normalized": false,
|
| 792 |
"rstrip": false,
|
| 793 |
"single_word": false,
|
| 794 |
"special": true
|
| 795 |
},
|
| 796 |
-
"
|
| 797 |
-
"content": "<
|
| 798 |
"lstrip": false,
|
| 799 |
"normalized": false,
|
| 800 |
"rstrip": false,
|
| 801 |
"single_word": false,
|
| 802 |
"special": true
|
| 803 |
},
|
| 804 |
-
"
|
| 805 |
-
"content": "<
|
| 806 |
"lstrip": false,
|
| 807 |
"normalized": false,
|
| 808 |
"rstrip": false,
|
| 809 |
"single_word": false,
|
| 810 |
"special": true
|
| 811 |
},
|
| 812 |
-
"
|
| 813 |
-
"content": "<
|
| 814 |
"lstrip": false,
|
| 815 |
"normalized": false,
|
| 816 |
"rstrip": false,
|
| 817 |
"single_word": false,
|
| 818 |
"special": true
|
| 819 |
},
|
| 820 |
-
"
|
| 821 |
-
"content": "<
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 822 |
"lstrip": false,
|
| 823 |
"normalized": false,
|
| 824 |
"rstrip": false,
|
|
@@ -928,12 +936,13 @@
|
|
| 928 |
"<extra_id_98>",
|
| 929 |
"<extra_id_99>"
|
| 930 |
],
|
| 931 |
-
"
|
|
|
|
| 932 |
"eos_token": "</s>",
|
| 933 |
"extra_ids": 100,
|
| 934 |
"extra_special_tokens": {},
|
| 935 |
-
"model_max_length":
|
| 936 |
"pad_token": "<pad>",
|
| 937 |
-
"tokenizer_class": "
|
| 938 |
"unk_token": "<unk>"
|
| 939 |
}
|
|
|
|
| 10 |
"special": true
|
| 11 |
},
|
| 12 |
"1": {
|
| 13 |
+
"content": "<s>",
|
| 14 |
"lstrip": false,
|
| 15 |
"normalized": false,
|
| 16 |
"rstrip": false,
|
|
|
|
| 18 |
"special": true
|
| 19 |
},
|
| 20 |
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
"lstrip": false,
|
| 23 |
"normalized": false,
|
| 24 |
"rstrip": false,
|
| 25 |
"single_word": false,
|
| 26 |
"special": true
|
| 27 |
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
"lstrip": false,
|
| 31 |
"normalized": false,
|
| 32 |
"rstrip": false,
|
| 33 |
"single_word": false,
|
| 34 |
"special": true
|
| 35 |
},
|
| 36 |
+
"8000": {
|
| 37 |
+
"content": "<extra_id_0>",
|
| 38 |
"lstrip": false,
|
| 39 |
"normalized": false,
|
| 40 |
"rstrip": false,
|
| 41 |
"single_word": false,
|
| 42 |
"special": true
|
| 43 |
},
|
| 44 |
+
"8001": {
|
| 45 |
+
"content": "<extra_id_1>",
|
| 46 |
"lstrip": false,
|
| 47 |
"normalized": false,
|
| 48 |
"rstrip": false,
|
| 49 |
"single_word": false,
|
| 50 |
"special": true
|
| 51 |
},
|
| 52 |
+
"8002": {
|
| 53 |
+
"content": "<extra_id_2>",
|
| 54 |
"lstrip": false,
|
| 55 |
"normalized": false,
|
| 56 |
"rstrip": false,
|
| 57 |
"single_word": false,
|
| 58 |
"special": true
|
| 59 |
},
|
| 60 |
+
"8003": {
|
| 61 |
+
"content": "<extra_id_3>",
|
| 62 |
"lstrip": false,
|
| 63 |
"normalized": false,
|
| 64 |
"rstrip": false,
|
| 65 |
"single_word": false,
|
| 66 |
"special": true
|
| 67 |
},
|
| 68 |
+
"8004": {
|
| 69 |
+
"content": "<extra_id_4>",
|
| 70 |
"lstrip": false,
|
| 71 |
"normalized": false,
|
| 72 |
"rstrip": false,
|
| 73 |
"single_word": false,
|
| 74 |
"special": true
|
| 75 |
},
|
| 76 |
+
"8005": {
|
| 77 |
+
"content": "<extra_id_5>",
|
| 78 |
"lstrip": false,
|
| 79 |
"normalized": false,
|
| 80 |
"rstrip": false,
|
| 81 |
"single_word": false,
|
| 82 |
"special": true
|
| 83 |
},
|
| 84 |
+
"8006": {
|
| 85 |
+
"content": "<extra_id_6>",
|
| 86 |
"lstrip": false,
|
| 87 |
"normalized": false,
|
| 88 |
"rstrip": false,
|
| 89 |
"single_word": false,
|
| 90 |
"special": true
|
| 91 |
},
|
| 92 |
+
"8007": {
|
| 93 |
+
"content": "<extra_id_7>",
|
| 94 |
"lstrip": false,
|
| 95 |
"normalized": false,
|
| 96 |
"rstrip": false,
|
| 97 |
"single_word": false,
|
| 98 |
"special": true
|
| 99 |
},
|
| 100 |
+
"8008": {
|
| 101 |
+
"content": "<extra_id_8>",
|
| 102 |
"lstrip": false,
|
| 103 |
"normalized": false,
|
| 104 |
"rstrip": false,
|
| 105 |
"single_word": false,
|
| 106 |
"special": true
|
| 107 |
},
|
| 108 |
+
"8009": {
|
| 109 |
+
"content": "<extra_id_9>",
|
| 110 |
"lstrip": false,
|
| 111 |
"normalized": false,
|
| 112 |
"rstrip": false,
|
| 113 |
"single_word": false,
|
| 114 |
"special": true
|
| 115 |
},
|
| 116 |
+
"8010": {
|
| 117 |
+
"content": "<extra_id_10>",
|
| 118 |
"lstrip": false,
|
| 119 |
"normalized": false,
|
| 120 |
"rstrip": false,
|
| 121 |
"single_word": false,
|
| 122 |
"special": true
|
| 123 |
},
|
| 124 |
+
"8011": {
|
| 125 |
+
"content": "<extra_id_11>",
|
| 126 |
"lstrip": false,
|
| 127 |
"normalized": false,
|
| 128 |
"rstrip": false,
|
| 129 |
"single_word": false,
|
| 130 |
"special": true
|
| 131 |
},
|
| 132 |
+
"8012": {
|
| 133 |
+
"content": "<extra_id_12>",
|
| 134 |
"lstrip": false,
|
| 135 |
"normalized": false,
|
| 136 |
"rstrip": false,
|
| 137 |
"single_word": false,
|
| 138 |
"special": true
|
| 139 |
},
|
| 140 |
+
"8013": {
|
| 141 |
+
"content": "<extra_id_13>",
|
| 142 |
"lstrip": false,
|
| 143 |
"normalized": false,
|
| 144 |
"rstrip": false,
|
| 145 |
"single_word": false,
|
| 146 |
"special": true
|
| 147 |
},
|
| 148 |
+
"8014": {
|
| 149 |
+
"content": "<extra_id_14>",
|
| 150 |
"lstrip": false,
|
| 151 |
"normalized": false,
|
| 152 |
"rstrip": false,
|
| 153 |
"single_word": false,
|
| 154 |
"special": true
|
| 155 |
},
|
| 156 |
+
"8015": {
|
| 157 |
+
"content": "<extra_id_15>",
|
| 158 |
"lstrip": false,
|
| 159 |
"normalized": false,
|
| 160 |
"rstrip": false,
|
| 161 |
"single_word": false,
|
| 162 |
"special": true
|
| 163 |
},
|
| 164 |
+
"8016": {
|
| 165 |
+
"content": "<extra_id_16>",
|
| 166 |
"lstrip": false,
|
| 167 |
"normalized": false,
|
| 168 |
"rstrip": false,
|
| 169 |
"single_word": false,
|
| 170 |
"special": true
|
| 171 |
},
|
| 172 |
+
"8017": {
|
| 173 |
+
"content": "<extra_id_17>",
|
| 174 |
"lstrip": false,
|
| 175 |
"normalized": false,
|
| 176 |
"rstrip": false,
|
| 177 |
"single_word": false,
|
| 178 |
"special": true
|
| 179 |
},
|
| 180 |
+
"8018": {
|
| 181 |
+
"content": "<extra_id_18>",
|
| 182 |
"lstrip": false,
|
| 183 |
"normalized": false,
|
| 184 |
"rstrip": false,
|
| 185 |
"single_word": false,
|
| 186 |
"special": true
|
| 187 |
},
|
| 188 |
+
"8019": {
|
| 189 |
+
"content": "<extra_id_19>",
|
| 190 |
"lstrip": false,
|
| 191 |
"normalized": false,
|
| 192 |
"rstrip": false,
|
| 193 |
"single_word": false,
|
| 194 |
"special": true
|
| 195 |
},
|
| 196 |
+
"8020": {
|
| 197 |
+
"content": "<extra_id_20>",
|
| 198 |
"lstrip": false,
|
| 199 |
"normalized": false,
|
| 200 |
"rstrip": false,
|
| 201 |
"single_word": false,
|
| 202 |
"special": true
|
| 203 |
},
|
| 204 |
+
"8021": {
|
| 205 |
+
"content": "<extra_id_21>",
|
| 206 |
"lstrip": false,
|
| 207 |
"normalized": false,
|
| 208 |
"rstrip": false,
|
| 209 |
"single_word": false,
|
| 210 |
"special": true
|
| 211 |
},
|
| 212 |
+
"8022": {
|
| 213 |
+
"content": "<extra_id_22>",
|
| 214 |
"lstrip": false,
|
| 215 |
"normalized": false,
|
| 216 |
"rstrip": false,
|
| 217 |
"single_word": false,
|
| 218 |
"special": true
|
| 219 |
},
|
| 220 |
+
"8023": {
|
| 221 |
+
"content": "<extra_id_23>",
|
| 222 |
"lstrip": false,
|
| 223 |
"normalized": false,
|
| 224 |
"rstrip": false,
|
| 225 |
"single_word": false,
|
| 226 |
"special": true
|
| 227 |
},
|
| 228 |
+
"8024": {
|
| 229 |
+
"content": "<extra_id_24>",
|
| 230 |
"lstrip": false,
|
| 231 |
"normalized": false,
|
| 232 |
"rstrip": false,
|
| 233 |
"single_word": false,
|
| 234 |
"special": true
|
| 235 |
},
|
| 236 |
+
"8025": {
|
| 237 |
+
"content": "<extra_id_25>",
|
| 238 |
"lstrip": false,
|
| 239 |
"normalized": false,
|
| 240 |
"rstrip": false,
|
| 241 |
"single_word": false,
|
| 242 |
"special": true
|
| 243 |
},
|
| 244 |
+
"8026": {
|
| 245 |
+
"content": "<extra_id_26>",
|
| 246 |
"lstrip": false,
|
| 247 |
"normalized": false,
|
| 248 |
"rstrip": false,
|
| 249 |
"single_word": false,
|
| 250 |
"special": true
|
| 251 |
},
|
| 252 |
+
"8027": {
|
| 253 |
+
"content": "<extra_id_27>",
|
| 254 |
"lstrip": false,
|
| 255 |
"normalized": false,
|
| 256 |
"rstrip": false,
|
| 257 |
"single_word": false,
|
| 258 |
"special": true
|
| 259 |
},
|
| 260 |
+
"8028": {
|
| 261 |
+
"content": "<extra_id_28>",
|
| 262 |
"lstrip": false,
|
| 263 |
"normalized": false,
|
| 264 |
"rstrip": false,
|
| 265 |
"single_word": false,
|
| 266 |
"special": true
|
| 267 |
},
|
| 268 |
+
"8029": {
|
| 269 |
+
"content": "<extra_id_29>",
|
| 270 |
"lstrip": false,
|
| 271 |
"normalized": false,
|
| 272 |
"rstrip": false,
|
| 273 |
"single_word": false,
|
| 274 |
"special": true
|
| 275 |
},
|
| 276 |
+
"8030": {
|
| 277 |
+
"content": "<extra_id_30>",
|
| 278 |
"lstrip": false,
|
| 279 |
"normalized": false,
|
| 280 |
"rstrip": false,
|
| 281 |
"single_word": false,
|
| 282 |
"special": true
|
| 283 |
},
|
| 284 |
+
"8031": {
|
| 285 |
+
"content": "<extra_id_31>",
|
| 286 |
"lstrip": false,
|
| 287 |
"normalized": false,
|
| 288 |
"rstrip": false,
|
| 289 |
"single_word": false,
|
| 290 |
"special": true
|
| 291 |
},
|
| 292 |
+
"8032": {
|
| 293 |
+
"content": "<extra_id_32>",
|
| 294 |
"lstrip": false,
|
| 295 |
"normalized": false,
|
| 296 |
"rstrip": false,
|
| 297 |
"single_word": false,
|
| 298 |
"special": true
|
| 299 |
},
|
| 300 |
+
"8033": {
|
| 301 |
+
"content": "<extra_id_33>",
|
| 302 |
"lstrip": false,
|
| 303 |
"normalized": false,
|
| 304 |
"rstrip": false,
|
| 305 |
"single_word": false,
|
| 306 |
"special": true
|
| 307 |
},
|
| 308 |
+
"8034": {
|
| 309 |
+
"content": "<extra_id_34>",
|
| 310 |
"lstrip": false,
|
| 311 |
"normalized": false,
|
| 312 |
"rstrip": false,
|
| 313 |
"single_word": false,
|
| 314 |
"special": true
|
| 315 |
},
|
| 316 |
+
"8035": {
|
| 317 |
+
"content": "<extra_id_35>",
|
| 318 |
"lstrip": false,
|
| 319 |
"normalized": false,
|
| 320 |
"rstrip": false,
|
| 321 |
"single_word": false,
|
| 322 |
"special": true
|
| 323 |
},
|
| 324 |
+
"8036": {
|
| 325 |
+
"content": "<extra_id_36>",
|
| 326 |
"lstrip": false,
|
| 327 |
"normalized": false,
|
| 328 |
"rstrip": false,
|
| 329 |
"single_word": false,
|
| 330 |
"special": true
|
| 331 |
},
|
| 332 |
+
"8037": {
|
| 333 |
+
"content": "<extra_id_37>",
|
| 334 |
"lstrip": false,
|
| 335 |
"normalized": false,
|
| 336 |
"rstrip": false,
|
| 337 |
"single_word": false,
|
| 338 |
"special": true
|
| 339 |
},
|
| 340 |
+
"8038": {
|
| 341 |
+
"content": "<extra_id_38>",
|
| 342 |
"lstrip": false,
|
| 343 |
"normalized": false,
|
| 344 |
"rstrip": false,
|
| 345 |
"single_word": false,
|
| 346 |
"special": true
|
| 347 |
},
|
| 348 |
+
"8039": {
|
| 349 |
+
"content": "<extra_id_39>",
|
| 350 |
"lstrip": false,
|
| 351 |
"normalized": false,
|
| 352 |
"rstrip": false,
|
| 353 |
"single_word": false,
|
| 354 |
"special": true
|
| 355 |
},
|
| 356 |
+
"8040": {
|
| 357 |
+
"content": "<extra_id_40>",
|
| 358 |
"lstrip": false,
|
| 359 |
"normalized": false,
|
| 360 |
"rstrip": false,
|
| 361 |
"single_word": false,
|
| 362 |
"special": true
|
| 363 |
},
|
| 364 |
+
"8041": {
|
| 365 |
+
"content": "<extra_id_41>",
|
| 366 |
"lstrip": false,
|
| 367 |
"normalized": false,
|
| 368 |
"rstrip": false,
|
| 369 |
"single_word": false,
|
| 370 |
"special": true
|
| 371 |
},
|
| 372 |
+
"8042": {
|
| 373 |
+
"content": "<extra_id_42>",
|
| 374 |
"lstrip": false,
|
| 375 |
"normalized": false,
|
| 376 |
"rstrip": false,
|
| 377 |
"single_word": false,
|
| 378 |
"special": true
|
| 379 |
},
|
| 380 |
+
"8043": {
|
| 381 |
+
"content": "<extra_id_43>",
|
| 382 |
"lstrip": false,
|
| 383 |
"normalized": false,
|
| 384 |
"rstrip": false,
|
| 385 |
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|
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| 826 |
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| 827 |
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| 828 |
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|
| 936 |
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|
| 937 |
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|
| 938 |
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| 939 |
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| 940 |
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| 941 |
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| 942 |
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| 945 |
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| 946 |
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| 947 |
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| 948 |
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|
checkpoints/checkpoint-62228/trainer_state.json
CHANGED
|
@@ -11,870 +11,870 @@
|
|
| 11 |
"log_history": [
|
| 12 |
{
|
| 13 |
"epoch": 0.016069936363052,
|
| 14 |
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"grad_norm": 0.
|
| 15 |
-
"learning_rate": 4.
|
| 16 |
-
"loss": 2.
|
| 17 |
"step": 500
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"epoch": 0.032139872726104,
|
| 21 |
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"grad_norm": 0.
|
| 22 |
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"learning_rate": 4.
|
| 23 |
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"loss":
|
| 24 |
"step": 1000
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 0.04820980908915601,
|
| 28 |
-
"grad_norm": 0.
|
| 29 |
-
"learning_rate": 4.
|
| 30 |
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"trial_name": null,
|
| 901 |
"trial_params": null
|
config.json
DELETED
|
@@ -1,60 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"architectures": [
|
| 3 |
-
"T5ForConditionalGeneration"
|
| 4 |
-
],
|
| 5 |
-
"classifier_dropout": 0.0,
|
| 6 |
-
"d_ff": 2048,
|
| 7 |
-
"d_kv": 64,
|
| 8 |
-
"d_model": 512,
|
| 9 |
-
"decoder_start_token_id": 0,
|
| 10 |
-
"dense_act_fn": "relu",
|
| 11 |
-
"dropout_rate": 0.1,
|
| 12 |
-
"eos_token_id": 1,
|
| 13 |
-
"feed_forward_proj": "relu",
|
| 14 |
-
"initializer_factor": 1.0,
|
| 15 |
-
"is_encoder_decoder": true,
|
| 16 |
-
"is_gated_act": false,
|
| 17 |
-
"layer_norm_epsilon": 1e-06,
|
| 18 |
-
"model_type": "t5",
|
| 19 |
-
"n_positions": 512,
|
| 20 |
-
"num_decoder_layers": 6,
|
| 21 |
-
"num_heads": 8,
|
| 22 |
-
"num_layers": 6,
|
| 23 |
-
"output_past": true,
|
| 24 |
-
"pad_token_id": 0,
|
| 25 |
-
"relative_attention_max_distance": 128,
|
| 26 |
-
"relative_attention_num_buckets": 32,
|
| 27 |
-
"task_specific_params": {
|
| 28 |
-
"summarization": {
|
| 29 |
-
"early_stopping": true,
|
| 30 |
-
"length_penalty": 2.0,
|
| 31 |
-
"max_length": 200,
|
| 32 |
-
"min_length": 30,
|
| 33 |
-
"no_repeat_ngram_size": 3,
|
| 34 |
-
"num_beams": 4,
|
| 35 |
-
"prefix": "summarize: "
|
| 36 |
-
},
|
| 37 |
-
"translation_en_to_de": {
|
| 38 |
-
"early_stopping": true,
|
| 39 |
-
"max_length": 300,
|
| 40 |
-
"num_beams": 4,
|
| 41 |
-
"prefix": "translate English to German: "
|
| 42 |
-
},
|
| 43 |
-
"translation_en_to_fr": {
|
| 44 |
-
"early_stopping": true,
|
| 45 |
-
"max_length": 300,
|
| 46 |
-
"num_beams": 4,
|
| 47 |
-
"prefix": "translate English to French: "
|
| 48 |
-
},
|
| 49 |
-
"translation_en_to_ro": {
|
| 50 |
-
"early_stopping": true,
|
| 51 |
-
"max_length": 300,
|
| 52 |
-
"num_beams": 4,
|
| 53 |
-
"prefix": "translate English to Romanian: "
|
| 54 |
-
}
|
| 55 |
-
},
|
| 56 |
-
"torch_dtype": "float32",
|
| 57 |
-
"transformers_version": "4.51.2",
|
| 58 |
-
"use_cache": true,
|
| 59 |
-
"vocab_size": 32128
|
| 60 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
generation_config.json
DELETED
|
@@ -1,7 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"_from_model_config": true,
|
| 3 |
-
"decoder_start_token_id": 0,
|
| 4 |
-
"eos_token_id": 1,
|
| 5 |
-
"pad_token_id": 0,
|
| 6 |
-
"transformers_version": "4.51.2"
|
| 7 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
requirements.txt
CHANGED
|
@@ -5,3 +5,4 @@ torch==2.5.1
|
|
| 5 |
tqdm==4.67.1
|
| 6 |
transformers==4.51.2
|
| 7 |
wikiextractor==3.0.7
|
|
|
|
|
|
| 5 |
tqdm==4.67.1
|
| 6 |
transformers==4.51.2
|
| 7 |
wikiextractor==3.0.7
|
| 8 |
+
sentencepiece==0.2.0
|
special_tokens_map.json
DELETED
|
@@ -1,125 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"additional_special_tokens": [
|
| 3 |
-
"<extra_id_0>",
|
| 4 |
-
"<extra_id_1>",
|
| 5 |
-
"<extra_id_2>",
|
| 6 |
-
"<extra_id_3>",
|
| 7 |
-
"<extra_id_4>",
|
| 8 |
-
"<extra_id_5>",
|
| 9 |
-
"<extra_id_6>",
|
| 10 |
-
"<extra_id_7>",
|
| 11 |
-
"<extra_id_8>",
|
| 12 |
-
"<extra_id_9>",
|
| 13 |
-
"<extra_id_10>",
|
| 14 |
-
"<extra_id_11>",
|
| 15 |
-
"<extra_id_12>",
|
| 16 |
-
"<extra_id_13>",
|
| 17 |
-
"<extra_id_14>",
|
| 18 |
-
"<extra_id_15>",
|
| 19 |
-
"<extra_id_16>",
|
| 20 |
-
"<extra_id_17>",
|
| 21 |
-
"<extra_id_18>",
|
| 22 |
-
"<extra_id_19>",
|
| 23 |
-
"<extra_id_20>",
|
| 24 |
-
"<extra_id_21>",
|
| 25 |
-
"<extra_id_22>",
|
| 26 |
-
"<extra_id_23>",
|
| 27 |
-
"<extra_id_24>",
|
| 28 |
-
"<extra_id_25>",
|
| 29 |
-
"<extra_id_26>",
|
| 30 |
-
"<extra_id_27>",
|
| 31 |
-
"<extra_id_28>",
|
| 32 |
-
"<extra_id_29>",
|
| 33 |
-
"<extra_id_30>",
|
| 34 |
-
"<extra_id_31>",
|
| 35 |
-
"<extra_id_32>",
|
| 36 |
-
"<extra_id_33>",
|
| 37 |
-
"<extra_id_34>",
|
| 38 |
-
"<extra_id_35>",
|
| 39 |
-
"<extra_id_36>",
|
| 40 |
-
"<extra_id_37>",
|
| 41 |
-
"<extra_id_38>",
|
| 42 |
-
"<extra_id_39>",
|
| 43 |
-
"<extra_id_40>",
|
| 44 |
-
"<extra_id_41>",
|
| 45 |
-
"<extra_id_42>",
|
| 46 |
-
"<extra_id_43>",
|
| 47 |
-
"<extra_id_44>",
|
| 48 |
-
"<extra_id_45>",
|
| 49 |
-
"<extra_id_46>",
|
| 50 |
-
"<extra_id_47>",
|
| 51 |
-
"<extra_id_48>",
|
| 52 |
-
"<extra_id_49>",
|
| 53 |
-
"<extra_id_50>",
|
| 54 |
-
"<extra_id_51>",
|
| 55 |
-
"<extra_id_52>",
|
| 56 |
-
"<extra_id_53>",
|
| 57 |
-
"<extra_id_54>",
|
| 58 |
-
"<extra_id_55>",
|
| 59 |
-
"<extra_id_56>",
|
| 60 |
-
"<extra_id_57>",
|
| 61 |
-
"<extra_id_58>",
|
| 62 |
-
"<extra_id_59>",
|
| 63 |
-
"<extra_id_60>",
|
| 64 |
-
"<extra_id_61>",
|
| 65 |
-
"<extra_id_62>",
|
| 66 |
-
"<extra_id_63>",
|
| 67 |
-
"<extra_id_64>",
|
| 68 |
-
"<extra_id_65>",
|
| 69 |
-
"<extra_id_66>",
|
| 70 |
-
"<extra_id_67>",
|
| 71 |
-
"<extra_id_68>",
|
| 72 |
-
"<extra_id_69>",
|
| 73 |
-
"<extra_id_70>",
|
| 74 |
-
"<extra_id_71>",
|
| 75 |
-
"<extra_id_72>",
|
| 76 |
-
"<extra_id_73>",
|
| 77 |
-
"<extra_id_74>",
|
| 78 |
-
"<extra_id_75>",
|
| 79 |
-
"<extra_id_76>",
|
| 80 |
-
"<extra_id_77>",
|
| 81 |
-
"<extra_id_78>",
|
| 82 |
-
"<extra_id_79>",
|
| 83 |
-
"<extra_id_80>",
|
| 84 |
-
"<extra_id_81>",
|
| 85 |
-
"<extra_id_82>",
|
| 86 |
-
"<extra_id_83>",
|
| 87 |
-
"<extra_id_84>",
|
| 88 |
-
"<extra_id_85>",
|
| 89 |
-
"<extra_id_86>",
|
| 90 |
-
"<extra_id_87>",
|
| 91 |
-
"<extra_id_88>",
|
| 92 |
-
"<extra_id_89>",
|
| 93 |
-
"<extra_id_90>",
|
| 94 |
-
"<extra_id_91>",
|
| 95 |
-
"<extra_id_92>",
|
| 96 |
-
"<extra_id_93>",
|
| 97 |
-
"<extra_id_94>",
|
| 98 |
-
"<extra_id_95>",
|
| 99 |
-
"<extra_id_96>",
|
| 100 |
-
"<extra_id_97>",
|
| 101 |
-
"<extra_id_98>",
|
| 102 |
-
"<extra_id_99>"
|
| 103 |
-
],
|
| 104 |
-
"eos_token": {
|
| 105 |
-
"content": "</s>",
|
| 106 |
-
"lstrip": false,
|
| 107 |
-
"normalized": false,
|
| 108 |
-
"rstrip": false,
|
| 109 |
-
"single_word": false
|
| 110 |
-
},
|
| 111 |
-
"pad_token": {
|
| 112 |
-
"content": "<pad>",
|
| 113 |
-
"lstrip": false,
|
| 114 |
-
"normalized": false,
|
| 115 |
-
"rstrip": false,
|
| 116 |
-
"single_word": false
|
| 117 |
-
},
|
| 118 |
-
"unk_token": {
|
| 119 |
-
"content": "<unk>",
|
| 120 |
-
"lstrip": false,
|
| 121 |
-
"normalized": false,
|
| 122 |
-
"rstrip": false,
|
| 123 |
-
"single_word": false
|
| 124 |
-
}
|
| 125 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
src/tokeniser/added_tokens.json
ADDED
|
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<extra_id_0>": 40099,
|
| 3 |
+
"<extra_id_10>": 40089,
|
| 4 |
+
"<extra_id_11>": 40088,
|
| 5 |
+
"<extra_id_12>": 40087,
|
| 6 |
+
"<extra_id_13>": 40086,
|
| 7 |
+
"<extra_id_14>": 40085,
|
| 8 |
+
"<extra_id_15>": 40084,
|
| 9 |
+
"<extra_id_16>": 40083,
|
| 10 |
+
"<extra_id_17>": 40082,
|
| 11 |
+
"<extra_id_18>": 40081,
|
| 12 |
+
"<extra_id_19>": 40080,
|
| 13 |
+
"<extra_id_1>": 40098,
|
| 14 |
+
"<extra_id_20>": 40079,
|
| 15 |
+
"<extra_id_21>": 40078,
|
| 16 |
+
"<extra_id_22>": 40077,
|
| 17 |
+
"<extra_id_23>": 40076,
|
| 18 |
+
"<extra_id_24>": 40075,
|
| 19 |
+
"<extra_id_25>": 40074,
|
| 20 |
+
"<extra_id_26>": 40073,
|
| 21 |
+
"<extra_id_27>": 40072,
|
| 22 |
+
"<extra_id_28>": 40071,
|
| 23 |
+
"<extra_id_29>": 40070,
|
| 24 |
+
"<extra_id_2>": 40097,
|
| 25 |
+
"<extra_id_30>": 40069,
|
| 26 |
+
"<extra_id_31>": 40068,
|
| 27 |
+
"<extra_id_32>": 40067,
|
| 28 |
+
"<extra_id_33>": 40066,
|
| 29 |
+
"<extra_id_34>": 40065,
|
| 30 |
+
"<extra_id_35>": 40064,
|
| 31 |
+
"<extra_id_36>": 40063,
|
| 32 |
+
"<extra_id_37>": 40062,
|
| 33 |
+
"<extra_id_38>": 40061,
|
| 34 |
+
"<extra_id_39>": 40060,
|
| 35 |
+
"<extra_id_3>": 40096,
|
| 36 |
+
"<extra_id_40>": 40059,
|
| 37 |
+
"<extra_id_41>": 40058,
|
| 38 |
+
"<extra_id_42>": 40057,
|
| 39 |
+
"<extra_id_43>": 40056,
|
| 40 |
+
"<extra_id_44>": 40055,
|
| 41 |
+
"<extra_id_45>": 40054,
|
| 42 |
+
"<extra_id_46>": 40053,
|
| 43 |
+
"<extra_id_47>": 40052,
|
| 44 |
+
"<extra_id_48>": 40051,
|
| 45 |
+
"<extra_id_49>": 40050,
|
| 46 |
+
"<extra_id_4>": 40095,
|
| 47 |
+
"<extra_id_50>": 40049,
|
| 48 |
+
"<extra_id_51>": 40048,
|
| 49 |
+
"<extra_id_52>": 40047,
|
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model.safetensors → src/tokeniser/dalat5_sp.model
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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size
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ADDED
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|
|
|
src/tokeniser/special_tokens_map.json
CHANGED
|
@@ -101,8 +101,25 @@
|
|
| 101 |
"<extra_id_98>",
|
| 102 |
"<extra_id_99>"
|
| 103 |
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|
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|
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| 108 |
}
|
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|
| 101 |
"<extra_id_98>",
|
| 102 |
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|
| 103 |
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|
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|
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|
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
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|
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|
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|
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
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|
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|
| 123 |
+
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|
| 124 |
+
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|
| 125 |
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|
spiece.model → src/tokeniser/spiece.model
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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DELETED
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The diff for this file is too large to render.
See raw diff
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src/tokeniser/tokenizer_config.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
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"add_prefix_space":
|
| 3 |
"added_tokens_decoder": {
|
| 4 |
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|
| 5 |
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|
@@ -10,14 +10,14 @@
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|
| 10 |
"special": true
|
| 11 |
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|
| 12 |
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|
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| 21 |
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| 23 |
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@@ -25,811 +25,803 @@
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| 25 |
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|
| 26 |
"special": true
|
| 27 |
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|
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|
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|
| 35 |
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|
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|
| 43 |
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| 388 |
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| 403 |
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| 404 |
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| 411 |
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| 412 |
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| 413 |
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| 420 |
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| 428 |
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| 558 |
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| 563 |
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| 566 |
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| 571 |
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| 579 |
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| 619 |
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| 635 |
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| 669 |
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| 675 |
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| 676 |
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| 700 |
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| 708 |
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| 724 |
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| 730 |
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| 733 |
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| 748 |
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| 749 |
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| 755 |
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| 770 |
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|
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|
| 779 |
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| 780 |
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|
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|
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|
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| 796 |
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| 797 |
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| 798 |
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|
| 799 |
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|
| 800 |
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| 801 |
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|
| 802 |
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|
| 803 |
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| 804 |
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|
| 805 |
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| 806 |
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|
| 807 |
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|
| 808 |
-
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|
| 809 |
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|
| 810 |
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|
| 811 |
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|
| 812 |
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"
|
| 813 |
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| 814 |
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|
| 815 |
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|
| 816 |
-
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|
| 817 |
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|
| 818 |
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|
| 819 |
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| 820 |
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"
|
| 821 |
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| 822 |
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|
| 823 |
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|
| 824 |
-
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|
| 825 |
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|
| 826 |
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|
| 827 |
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|
| 828 |
-
"
|
| 829 |
-
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|
| 830 |
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|
| 831 |
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|
| 832 |
-
"rstrip":
|
| 833 |
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|
| 834 |
"special": true
|
| 835 |
}
|
|
@@ -936,13 +928,14 @@
|
|
| 936 |
"<extra_id_98>",
|
| 937 |
"<extra_id_99>"
|
| 938 |
],
|
| 939 |
-
"bos_token": "<s>",
|
| 940 |
"clean_up_tokenization_spaces": false,
|
| 941 |
"eos_token": "</s>",
|
| 942 |
"extra_ids": 100,
|
| 943 |
"extra_special_tokens": {},
|
|
|
|
| 944 |
"model_max_length": 1000000000000000019884624838656,
|
| 945 |
"pad_token": "<pad>",
|
| 946 |
-
"
|
|
|
|
| 947 |
"unk_token": "<unk>"
|
| 948 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"add_prefix_space": true,
|
| 3 |
"added_tokens_decoder": {
|
| 4 |
"0": {
|
| 5 |
"content": "<pad>",
|
|
|
|
| 10 |
"special": true
|
| 11 |
},
|
| 12 |
"1": {
|
| 13 |
+
"content": "<unk>",
|
| 14 |
"lstrip": false,
|
| 15 |
"normalized": false,
|
| 16 |
"rstrip": false,
|
| 17 |
"single_word": false,
|
| 18 |
"special": true
|
| 19 |
},
|
| 20 |
+
"3": {
|
| 21 |
"content": "</s>",
|
| 22 |
"lstrip": false,
|
| 23 |
"normalized": false,
|
|
|
|
| 25 |
"single_word": false,
|
| 26 |
"special": true
|
| 27 |
},
|
| 28 |
+
"40000": {
|
| 29 |
+
"content": "<extra_id_99>",
|
| 30 |
+
"lstrip": true,
|
| 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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| 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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| 83 |
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| 85 |
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| 86 |
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| 91 |
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| 93 |
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| 101 |
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| 123 |
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| 125 |
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| 131 |
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| 133 |
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| 134 |
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| 135 |
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| 139 |
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| 141 |
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| 142 |
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| 143 |
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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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| 155 |
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| 157 |
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| 158 |
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| 159 |
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| 162 |
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| 163 |
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| 165 |
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| 166 |
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| 167 |
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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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| 177 |
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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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| 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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| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 203 |
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| 205 |
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| 206 |
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| 211 |
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| 213 |
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| 219 |
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| 220 |
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| 221 |
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| 229 |
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| 235 |
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| 237 |
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| 243 |
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| 245 |
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| 250 |
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| 251 |
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| 252 |
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| 253 |
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| 254 |
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| 258 |
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| 259 |
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| 261 |
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| 262 |
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| 265 |
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| 266 |
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| 267 |
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| 269 |
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|
| 270 |
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| 271 |
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| 273 |
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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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| 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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| 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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| 298 |
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|
| 299 |
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| 300 |
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| 301 |
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| 302 |
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| 303 |
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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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| 313 |
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| 314 |
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|
| 315 |
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| 316 |
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| 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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| 322 |
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| 323 |
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| 324 |
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| 325 |
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|
| 326 |
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| 327 |
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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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| 338 |
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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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| 346 |
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| 347 |
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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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| 359 |
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| 362 |
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| 363 |
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| 365 |
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| 370 |
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| 371 |
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| 375 |
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| 378 |
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| 379 |
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| 381 |
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| 382 |
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| 383 |
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| 386 |
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| 387 |
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| 389 |
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|
| 390 |
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| 391 |
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| 395 |
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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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| 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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| 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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| 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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| 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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| 450 |
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| 451 |
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| 452 |
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| 453 |
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| 455 |
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| 458 |
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| 459 |
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| 461 |
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| 462 |
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| 463 |
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| 464 |
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| 465 |
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| 466 |
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| 467 |
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| 468 |
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| 469 |
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| 470 |
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| 471 |
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| 472 |
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| 473 |
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| 474 |
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| 475 |
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|
| 476 |
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|
| 477 |
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|
| 478 |
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|
| 479 |
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| 480 |
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|
| 481 |
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| 482 |
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|
| 483 |
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|
| 484 |
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|
| 485 |
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|
| 486 |
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|
| 487 |
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|
| 488 |
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|
| 489 |
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|
| 490 |
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|
| 491 |
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|
| 492 |
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|
| 493 |
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|
| 494 |
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|
| 495 |
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|
| 496 |
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|
| 497 |
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|
| 498 |
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|
| 499 |
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|
| 500 |
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|
| 501 |
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|
| 502 |
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| 503 |
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|
| 504 |
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"rstrip": true,
|
| 505 |
"single_word": false,
|
| 506 |
"special": true
|
| 507 |
},
|
| 508 |
+
"40060": {
|
| 509 |
+
"content": "<extra_id_39>",
|
| 510 |
+
"lstrip": true,
|
| 511 |
"normalized": false,
|
| 512 |
+
"rstrip": true,
|
| 513 |
"single_word": false,
|
| 514 |
"special": true
|
| 515 |
},
|
| 516 |
+
"40061": {
|
| 517 |
+
"content": "<extra_id_38>",
|
| 518 |
+
"lstrip": true,
|
| 519 |
"normalized": false,
|
| 520 |
+
"rstrip": true,
|
| 521 |
"single_word": false,
|
| 522 |
"special": true
|
| 523 |
},
|
| 524 |
+
"40062": {
|
| 525 |
+
"content": "<extra_id_37>",
|
| 526 |
+
"lstrip": true,
|
| 527 |
"normalized": false,
|
| 528 |
+
"rstrip": true,
|
| 529 |
"single_word": false,
|
| 530 |
"special": true
|
| 531 |
},
|
| 532 |
+
"40063": {
|
| 533 |
+
"content": "<extra_id_36>",
|
| 534 |
+
"lstrip": true,
|
| 535 |
"normalized": false,
|
| 536 |
+
"rstrip": true,
|
| 537 |
"single_word": false,
|
| 538 |
"special": true
|
| 539 |
},
|
| 540 |
+
"40064": {
|
| 541 |
+
"content": "<extra_id_35>",
|
| 542 |
+
"lstrip": true,
|
| 543 |
"normalized": false,
|
| 544 |
+
"rstrip": true,
|
| 545 |
"single_word": false,
|
| 546 |
"special": true
|
| 547 |
},
|
| 548 |
+
"40065": {
|
| 549 |
+
"content": "<extra_id_34>",
|
| 550 |
+
"lstrip": true,
|
| 551 |
"normalized": false,
|
| 552 |
+
"rstrip": true,
|
| 553 |
"single_word": false,
|
| 554 |
"special": true
|
| 555 |
},
|
| 556 |
+
"40066": {
|
| 557 |
+
"content": "<extra_id_33>",
|
| 558 |
+
"lstrip": true,
|
| 559 |
"normalized": false,
|
| 560 |
+
"rstrip": true,
|
| 561 |
"single_word": false,
|
| 562 |
"special": true
|
| 563 |
},
|
| 564 |
+
"40067": {
|
| 565 |
+
"content": "<extra_id_32>",
|
| 566 |
+
"lstrip": true,
|
| 567 |
"normalized": false,
|
| 568 |
+
"rstrip": true,
|
| 569 |
"single_word": false,
|
| 570 |
"special": true
|
| 571 |
},
|
| 572 |
+
"40068": {
|
| 573 |
+
"content": "<extra_id_31>",
|
| 574 |
+
"lstrip": true,
|
| 575 |
"normalized": false,
|
| 576 |
+
"rstrip": true,
|
| 577 |
"single_word": false,
|
| 578 |
"special": true
|
| 579 |
},
|
| 580 |
+
"40069": {
|
| 581 |
+
"content": "<extra_id_30>",
|
| 582 |
+
"lstrip": true,
|
| 583 |
"normalized": false,
|
| 584 |
+
"rstrip": true,
|
| 585 |
"single_word": false,
|
| 586 |
"special": true
|
| 587 |
},
|
| 588 |
+
"40070": {
|
| 589 |
+
"content": "<extra_id_29>",
|
| 590 |
+
"lstrip": true,
|
| 591 |
"normalized": false,
|
| 592 |
+
"rstrip": true,
|
| 593 |
"single_word": false,
|
| 594 |
"special": true
|
| 595 |
},
|
| 596 |
+
"40071": {
|
| 597 |
+
"content": "<extra_id_28>",
|
| 598 |
+
"lstrip": true,
|
| 599 |
"normalized": false,
|
| 600 |
+
"rstrip": true,
|
| 601 |
"single_word": false,
|
| 602 |
"special": true
|
| 603 |
},
|
| 604 |
+
"40072": {
|
| 605 |
+
"content": "<extra_id_27>",
|
| 606 |
+
"lstrip": true,
|
| 607 |
"normalized": false,
|
| 608 |
+
"rstrip": true,
|
| 609 |
"single_word": false,
|
| 610 |
"special": true
|
| 611 |
},
|
| 612 |
+
"40073": {
|
| 613 |
+
"content": "<extra_id_26>",
|
| 614 |
+
"lstrip": true,
|
| 615 |
"normalized": false,
|
| 616 |
+
"rstrip": true,
|
| 617 |
"single_word": false,
|
| 618 |
"special": true
|
| 619 |
},
|
| 620 |
+
"40074": {
|
| 621 |
+
"content": "<extra_id_25>",
|
| 622 |
+
"lstrip": true,
|
| 623 |
"normalized": false,
|
| 624 |
+
"rstrip": true,
|
| 625 |
"single_word": false,
|
| 626 |
"special": true
|
| 627 |
},
|
| 628 |
+
"40075": {
|
| 629 |
+
"content": "<extra_id_24>",
|
| 630 |
+
"lstrip": true,
|
| 631 |
"normalized": false,
|
| 632 |
+
"rstrip": true,
|
| 633 |
"single_word": false,
|
| 634 |
"special": true
|
| 635 |
},
|
| 636 |
+
"40076": {
|
| 637 |
+
"content": "<extra_id_23>",
|
| 638 |
+
"lstrip": true,
|
| 639 |
"normalized": false,
|
| 640 |
+
"rstrip": true,
|
| 641 |
"single_word": false,
|
| 642 |
"special": true
|
| 643 |
},
|
| 644 |
+
"40077": {
|
| 645 |
+
"content": "<extra_id_22>",
|
| 646 |
+
"lstrip": true,
|
| 647 |
"normalized": false,
|
| 648 |
+
"rstrip": true,
|
| 649 |
"single_word": false,
|
| 650 |
"special": true
|
| 651 |
},
|
| 652 |
+
"40078": {
|
| 653 |
+
"content": "<extra_id_21>",
|
| 654 |
+
"lstrip": true,
|
| 655 |
"normalized": false,
|
| 656 |
+
"rstrip": true,
|
| 657 |
"single_word": false,
|
| 658 |
"special": true
|
| 659 |
},
|
| 660 |
+
"40079": {
|
| 661 |
+
"content": "<extra_id_20>",
|
| 662 |
+
"lstrip": true,
|
| 663 |
"normalized": false,
|
| 664 |
+
"rstrip": true,
|
| 665 |
"single_word": false,
|
| 666 |
"special": true
|
| 667 |
},
|
| 668 |
+
"40080": {
|
| 669 |
+
"content": "<extra_id_19>",
|
| 670 |
+
"lstrip": true,
|
| 671 |
"normalized": false,
|
| 672 |
+
"rstrip": true,
|
| 673 |
"single_word": false,
|
| 674 |
"special": true
|
| 675 |
},
|
| 676 |
+
"40081": {
|
| 677 |
+
"content": "<extra_id_18>",
|
| 678 |
+
"lstrip": true,
|
| 679 |
"normalized": false,
|
| 680 |
+
"rstrip": true,
|
| 681 |
"single_word": false,
|
| 682 |
"special": true
|
| 683 |
},
|
| 684 |
+
"40082": {
|
| 685 |
+
"content": "<extra_id_17>",
|
| 686 |
+
"lstrip": true,
|
| 687 |
"normalized": false,
|
| 688 |
+
"rstrip": true,
|
| 689 |
"single_word": false,
|
| 690 |
"special": true
|
| 691 |
},
|
| 692 |
+
"40083": {
|
| 693 |
+
"content": "<extra_id_16>",
|
| 694 |
+
"lstrip": true,
|
| 695 |
"normalized": false,
|
| 696 |
+
"rstrip": true,
|
| 697 |
"single_word": false,
|
| 698 |
"special": true
|
| 699 |
},
|
| 700 |
+
"40084": {
|
| 701 |
+
"content": "<extra_id_15>",
|
| 702 |
+
"lstrip": true,
|
| 703 |
"normalized": false,
|
| 704 |
+
"rstrip": true,
|
| 705 |
"single_word": false,
|
| 706 |
"special": true
|
| 707 |
},
|
| 708 |
+
"40085": {
|
| 709 |
+
"content": "<extra_id_14>",
|
| 710 |
+
"lstrip": true,
|
| 711 |
"normalized": false,
|
| 712 |
+
"rstrip": true,
|
| 713 |
"single_word": false,
|
| 714 |
"special": true
|
| 715 |
},
|
| 716 |
+
"40086": {
|
| 717 |
+
"content": "<extra_id_13>",
|
| 718 |
+
"lstrip": true,
|
| 719 |
"normalized": false,
|
| 720 |
+
"rstrip": true,
|
| 721 |
"single_word": false,
|
| 722 |
"special": true
|
| 723 |
},
|
| 724 |
+
"40087": {
|
| 725 |
+
"content": "<extra_id_12>",
|
| 726 |
+
"lstrip": true,
|
| 727 |
"normalized": false,
|
| 728 |
+
"rstrip": true,
|
| 729 |
"single_word": false,
|
| 730 |
"special": true
|
| 731 |
},
|
| 732 |
+
"40088": {
|
| 733 |
+
"content": "<extra_id_11>",
|
| 734 |
+
"lstrip": true,
|
| 735 |
"normalized": false,
|
| 736 |
+
"rstrip": true,
|
| 737 |
"single_word": false,
|
| 738 |
"special": true
|
| 739 |
},
|
| 740 |
+
"40089": {
|
| 741 |
+
"content": "<extra_id_10>",
|
| 742 |
+
"lstrip": true,
|
| 743 |
"normalized": false,
|
| 744 |
+
"rstrip": true,
|
| 745 |
"single_word": false,
|
| 746 |
"special": true
|
| 747 |
},
|
| 748 |
+
"40090": {
|
| 749 |
+
"content": "<extra_id_9>",
|
| 750 |
+
"lstrip": true,
|
| 751 |
"normalized": false,
|
| 752 |
+
"rstrip": true,
|
| 753 |
"single_word": false,
|
| 754 |
"special": true
|
| 755 |
},
|
| 756 |
+
"40091": {
|
| 757 |
+
"content": "<extra_id_8>",
|
| 758 |
+
"lstrip": true,
|
| 759 |
"normalized": false,
|
| 760 |
+
"rstrip": true,
|
| 761 |
"single_word": false,
|
| 762 |
"special": true
|
| 763 |
},
|
| 764 |
+
"40092": {
|
| 765 |
+
"content": "<extra_id_7>",
|
| 766 |
+
"lstrip": true,
|
| 767 |
"normalized": false,
|
| 768 |
+
"rstrip": true,
|
| 769 |
"single_word": false,
|
| 770 |
"special": true
|
| 771 |
},
|
| 772 |
+
"40093": {
|
| 773 |
+
"content": "<extra_id_6>",
|
| 774 |
+
"lstrip": true,
|
| 775 |
"normalized": false,
|
| 776 |
+
"rstrip": true,
|
| 777 |
"single_word": false,
|
| 778 |
"special": true
|
| 779 |
},
|
| 780 |
+
"40094": {
|
| 781 |
+
"content": "<extra_id_5>",
|
| 782 |
+
"lstrip": true,
|
| 783 |
"normalized": false,
|
| 784 |
+
"rstrip": true,
|
| 785 |
"single_word": false,
|
| 786 |
"special": true
|
| 787 |
},
|
| 788 |
+
"40095": {
|
| 789 |
+
"content": "<extra_id_4>",
|
| 790 |
+
"lstrip": true,
|
| 791 |
"normalized": false,
|
| 792 |
+
"rstrip": true,
|
| 793 |
"single_word": false,
|
| 794 |
"special": true
|
| 795 |
},
|
| 796 |
+
"40096": {
|
| 797 |
+
"content": "<extra_id_3>",
|
| 798 |
+
"lstrip": true,
|
| 799 |
"normalized": false,
|
| 800 |
+
"rstrip": true,
|
| 801 |
"single_word": false,
|
| 802 |
"special": true
|
| 803 |
},
|
| 804 |
+
"40097": {
|
| 805 |
+
"content": "<extra_id_2>",
|
| 806 |
+
"lstrip": true,
|
| 807 |
"normalized": false,
|
| 808 |
+
"rstrip": true,
|
| 809 |
"single_word": false,
|
| 810 |
"special": true
|
| 811 |
},
|
| 812 |
+
"40098": {
|
| 813 |
+
"content": "<extra_id_1>",
|
| 814 |
+
"lstrip": true,
|
| 815 |
"normalized": false,
|
| 816 |
+
"rstrip": true,
|
| 817 |
"single_word": false,
|
| 818 |
"special": true
|
| 819 |
},
|
| 820 |
+
"40099": {
|
| 821 |
+
"content": "<extra_id_0>",
|
| 822 |
+
"lstrip": true,
|
| 823 |
"normalized": false,
|
| 824 |
+
"rstrip": true,
|
| 825 |
"single_word": false,
|
| 826 |
"special": true
|
| 827 |
}
|
|
|
|
| 928 |
"<extra_id_98>",
|
| 929 |
"<extra_id_99>"
|
| 930 |
],
|
|
|
|
| 931 |
"clean_up_tokenization_spaces": false,
|
| 932 |
"eos_token": "</s>",
|
| 933 |
"extra_ids": 100,
|
| 934 |
"extra_special_tokens": {},
|
| 935 |
+
"legacy": true,
|
| 936 |
"model_max_length": 1000000000000000019884624838656,
|
| 937 |
"pad_token": "<pad>",
|
| 938 |
+
"sp_model_kwargs": {},
|
| 939 |
+
"tokenizer_class": "T5Tokenizer",
|
| 940 |
"unk_token": "<unk>"
|
| 941 |
}
|
src/train_t5.py
CHANGED
|
@@ -2,6 +2,7 @@ import torch
|
|
| 2 |
from datasets import load_dataset
|
| 3 |
from transformers import (
|
| 4 |
Trainer,
|
|
|
|
| 5 |
T5TokenizerFast,
|
| 6 |
TrainingArguments,
|
| 7 |
DataCollatorForSeq2Seq,
|
|
@@ -15,9 +16,23 @@ data_path = "src/data/clean_corpus.jsonl"
|
|
| 15 |
tokeniser_path = "src/tokeniser/"
|
| 16 |
output_dir = "checkpoints/"
|
| 17 |
|
| 18 |
-
# Load tokeniser
|
| 19 |
tokeniser = T5TokenizerFast.from_pretrained(tokeniser_path)
|
| 20 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 21 |
|
| 22 |
|
| 23 |
def tokenise_function(example: dict) -> T5TokenizerFast:
|
|
|
|
| 2 |
from datasets import load_dataset
|
| 3 |
from transformers import (
|
| 4 |
Trainer,
|
| 5 |
+
T5Config,
|
| 6 |
T5TokenizerFast,
|
| 7 |
TrainingArguments,
|
| 8 |
DataCollatorForSeq2Seq,
|
|
|
|
| 16 |
tokeniser_path = "src/tokeniser/"
|
| 17 |
output_dir = "checkpoints/"
|
| 18 |
|
| 19 |
+
# Load tokeniser
|
| 20 |
tokeniser = T5TokenizerFast.from_pretrained(tokeniser_path)
|
| 21 |
+
vocab_size = tokeniser.vocab_size
|
| 22 |
+
pad_token_id = tokeniser.pad_token_id
|
| 23 |
+
|
| 24 |
+
# Use custom vocab size for the model
|
| 25 |
+
config = T5Config(
|
| 26 |
+
vocab_size = vocab_size,
|
| 27 |
+
d_model = 512,
|
| 28 |
+
d_ff = 2048,
|
| 29 |
+
num_layers = 6,
|
| 30 |
+
num_heads = 8,
|
| 31 |
+
pad_token_id = pad_token_id,
|
| 32 |
+
decoder_start_token_id = pad_token_id
|
| 33 |
+
)
|
| 34 |
+
|
| 35 |
+
model = T5ForConditionalGeneration(config)
|
| 36 |
|
| 37 |
|
| 38 |
def tokenise_function(example: dict) -> T5TokenizerFast:
|
src/train_tokeniser.py
CHANGED
|
@@ -1,52 +1,39 @@
|
|
| 1 |
import json
|
| 2 |
-
|
| 3 |
-
from
|
| 4 |
-
from tokenizers.pre_tokenizers import Whitespace
|
| 5 |
-
from tokenizers import Tokenizer, models, trainers
|
| 6 |
|
| 7 |
|
| 8 |
# Load corpus data
|
| 9 |
corpus = []
|
| 10 |
|
| 11 |
-
with open("src/data/
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
#
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
#
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
special_tokens = ["<pad>", "<s>", "</s>", "<unk>"]
|
| 37 |
)
|
| 38 |
|
| 39 |
-
#
|
| 40 |
-
tokeniser.
|
| 41 |
-
|
| 42 |
-
# Wrap it for Hugging Face
|
| 43 |
-
hf_tokeniser = T5TokenizerFast(
|
| 44 |
-
tokenizer_object = tokeniser,
|
| 45 |
-
unk_token = "<unk>",
|
| 46 |
-
pad_token = "<pad>",
|
| 47 |
-
bos_token = "<s>",
|
| 48 |
-
eos_token = "</s>",
|
| 49 |
-
)
|
| 50 |
|
| 51 |
-
|
| 52 |
-
hf_tokeniser.save_pretrained("src/tokeniser/")
|
|
|
|
| 1 |
import json
|
| 2 |
+
import sentencepiece as spm
|
| 3 |
+
from transformers import T5Tokenizer
|
|
|
|
|
|
|
| 4 |
|
| 5 |
|
| 6 |
# Load corpus data
|
| 7 |
corpus = []
|
| 8 |
|
| 9 |
+
with open("src/data/tokeniser_corpus.txt", "w", encoding = "utf-8") as f_out:
|
| 10 |
+
with open("src/data/clean_corpus.jsonl", "r", encoding = "utf-8") as f_in:
|
| 11 |
+
for i, line in enumerate(f_in):
|
| 12 |
+
if i >= 500000: # take only 500000 records for the tokeniser (no need to load everything in the corpus)
|
| 13 |
+
break
|
| 14 |
+
|
| 15 |
+
item = json.loads(line)
|
| 16 |
+
src = item["transliteration"]["src"]
|
| 17 |
+
tgt = item["transliteration"]["tgt"]
|
| 18 |
+
|
| 19 |
+
f_out.write(src + "\n")
|
| 20 |
+
f_out.write(tgt + "\n")
|
| 21 |
+
|
| 22 |
+
# Train the sentence piece model
|
| 23 |
+
spm.SentencePieceTrainer.Train(
|
| 24 |
+
input = "src/data/tokeniser_corpus.txt",
|
| 25 |
+
model_prefix = "src/tokeniser/dalat5_sp",
|
| 26 |
+
vocab_size = 40000,
|
| 27 |
+
model_type = "unigram", # worth testing with "bpe"
|
| 28 |
+
character_coverage = 1.0, # to preserve rare characters like ä, ñ, etc.
|
| 29 |
+
pad_id = 0,
|
| 30 |
+
unk_id = 1,
|
| 31 |
+
bos_id = 2,
|
| 32 |
+
eos_id = 3,
|
| 33 |
+
user_defined_symbols = ["<pad>", "<s>", "</s>"]
|
|
|
|
| 34 |
)
|
| 35 |
|
| 36 |
+
# Convert to a HF-compatible format
|
| 37 |
+
tokenizer = T5Tokenizer.from_pretrained("src/tokeniser/dalat5_sp.model")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 38 |
|
| 39 |
+
tokenizer.save_pretrained("src/tokeniser/")
|
|
|
tokenizer.json
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
DELETED
|
@@ -1,939 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"add_prefix_space": null,
|
| 3 |
-
"added_tokens_decoder": {
|
| 4 |
-
"0": {
|
| 5 |
-
"content": "<pad>",
|
| 6 |
-
"lstrip": false,
|
| 7 |
-
"normalized": false,
|
| 8 |
-
"rstrip": false,
|
| 9 |
-
"single_word": false,
|
| 10 |
-
"special": true
|
| 11 |
-
},
|
| 12 |
-
"1": {
|
| 13 |
-
"content": "</s>",
|
| 14 |
-
"lstrip": false,
|
| 15 |
-
"normalized": false,
|
| 16 |
-
"rstrip": false,
|
| 17 |
-
"single_word": false,
|
| 18 |
-
"special": true
|
| 19 |
-
},
|
| 20 |
-
"2": {
|
| 21 |
-
"content": "<unk>",
|
| 22 |
-
"lstrip": false,
|
| 23 |
-
"normalized": false,
|
| 24 |
-
"rstrip": false,
|
| 25 |
-
"single_word": false,
|
| 26 |
-
"special": true
|
| 27 |
-
},
|
| 28 |
-
"32000": {
|
| 29 |
-
"content": "<extra_id_99>",
|
| 30 |
-
"lstrip": false,
|
| 31 |
-
"normalized": false,
|
| 32 |
-
"rstrip": false,
|
| 33 |
-
"single_word": false,
|
| 34 |
-
"special": true
|
| 35 |
-
},
|
| 36 |
-
"32001": {
|
| 37 |
-
"content": "<extra_id_98>",
|
| 38 |
-
"lstrip": false,
|
| 39 |
-
"normalized": false,
|
| 40 |
-
"rstrip": false,
|
| 41 |
-
"single_word": false,
|
| 42 |
-
"special": true
|
| 43 |
-
},
|
| 44 |
-
"32002": {
|
| 45 |
-
"content": "<extra_id_97>",
|
| 46 |
-
"lstrip": false,
|
| 47 |
-
"normalized": false,
|
| 48 |
-
"rstrip": false,
|
| 49 |
-
"single_word": false,
|
| 50 |
-
"special": true
|
| 51 |
-
},
|
| 52 |
-
"32003": {
|
| 53 |
-
"content": "<extra_id_96>",
|
| 54 |
-
"lstrip": false,
|
| 55 |
-
"normalized": false,
|
| 56 |
-
"rstrip": false,
|
| 57 |
-
"single_word": false,
|
| 58 |
-
"special": true
|
| 59 |
-
},
|
| 60 |
-
"32004": {
|
| 61 |
-
"content": "<extra_id_95>",
|
| 62 |
-
"lstrip": false,
|
| 63 |
-
"normalized": false,
|
| 64 |
-
"rstrip": false,
|
| 65 |
-
"single_word": false,
|
| 66 |
-
"special": true
|
| 67 |
-
},
|
| 68 |
-
"32005": {
|
| 69 |
-
"content": "<extra_id_94>",
|
| 70 |
-
"lstrip": false,
|
| 71 |
-
"normalized": false,
|
| 72 |
-
"rstrip": false,
|
| 73 |
-
"single_word": false,
|
| 74 |
-
"special": true
|
| 75 |
-
},
|
| 76 |
-
"32006": {
|
| 77 |
-
"content": "<extra_id_93>",
|
| 78 |
-
"lstrip": false,
|
| 79 |
-
"normalized": false,
|
| 80 |
-
"rstrip": false,
|
| 81 |
-
"single_word": false,
|
| 82 |
-
"special": true
|
| 83 |
-
},
|
| 84 |
-
"32007": {
|
| 85 |
-
"content": "<extra_id_92>",
|
| 86 |
-
"lstrip": false,
|
| 87 |
-
"normalized": false,
|
| 88 |
-
"rstrip": false,
|
| 89 |
-
"single_word": false,
|
| 90 |
-
"special": true
|
| 91 |
-
},
|
| 92 |
-
"32008": {
|
| 93 |
-
"content": "<extra_id_91>",
|
| 94 |
-
"lstrip": false,
|
| 95 |
-
"normalized": false,
|
| 96 |
-
"rstrip": false,
|
| 97 |
-
"single_word": false,
|
| 98 |
-
"special": true
|
| 99 |
-
},
|
| 100 |
-
"32009": {
|
| 101 |
-
"content": "<extra_id_90>",
|
| 102 |
-
"lstrip": false,
|
| 103 |
-
"normalized": false,
|
| 104 |
-
"rstrip": false,
|
| 105 |
-
"single_word": false,
|
| 106 |
-
"special": true
|
| 107 |
-
},
|
| 108 |
-
"32010": {
|
| 109 |
-
"content": "<extra_id_89>",
|
| 110 |
-
"lstrip": false,
|
| 111 |
-
"normalized": false,
|
| 112 |
-
"rstrip": false,
|
| 113 |
-
"single_word": false,
|
| 114 |
-
"special": true
|
| 115 |
-
},
|
| 116 |
-
"32011": {
|
| 117 |
-
"content": "<extra_id_88>",
|
| 118 |
-
"lstrip": false,
|
| 119 |
-
"normalized": false,
|
| 120 |
-
"rstrip": false,
|
| 121 |
-
"single_word": false,
|
| 122 |
-
"special": true
|
| 123 |
-
},
|
| 124 |
-
"32012": {
|
| 125 |
-
"content": "<extra_id_87>",
|
| 126 |
-
"lstrip": false,
|
| 127 |
-
"normalized": false,
|
| 128 |
-
"rstrip": false,
|
| 129 |
-
"single_word": false,
|
| 130 |
-
"special": true
|
| 131 |
-
},
|
| 132 |
-
"32013": {
|
| 133 |
-
"content": "<extra_id_86>",
|
| 134 |
-
"lstrip": false,
|
| 135 |
-
"normalized": false,
|
| 136 |
-
"rstrip": false,
|
| 137 |
-
"single_word": false,
|
| 138 |
-
"special": true
|
| 139 |
-
},
|
| 140 |
-
"32014": {
|
| 141 |
-
"content": "<extra_id_85>",
|
| 142 |
-
"lstrip": false,
|
| 143 |
-
"normalized": false,
|
| 144 |
-
"rstrip": false,
|
| 145 |
-
"single_word": false,
|
| 146 |
-
"special": true
|
| 147 |
-
},
|
| 148 |
-
"32015": {
|
| 149 |
-
"content": "<extra_id_84>",
|
| 150 |
-
"lstrip": false,
|
| 151 |
-
"normalized": false,
|
| 152 |
-
"rstrip": false,
|
| 153 |
-
"single_word": false,
|
| 154 |
-
"special": true
|
| 155 |
-
},
|
| 156 |
-
"32016": {
|
| 157 |
-
"content": "<extra_id_83>",
|
| 158 |
-
"lstrip": false,
|
| 159 |
-
"normalized": false,
|
| 160 |
-
"rstrip": false,
|
| 161 |
-
"single_word": false,
|
| 162 |
-
"special": true
|
| 163 |
-
},
|
| 164 |
-
"32017": {
|
| 165 |
-
"content": "<extra_id_82>",
|
| 166 |
-
"lstrip": false,
|
| 167 |
-
"normalized": false,
|
| 168 |
-
"rstrip": false,
|
| 169 |
-
"single_word": false,
|
| 170 |
-
"special": true
|
| 171 |
-
},
|
| 172 |
-
"32018": {
|
| 173 |
-
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|
| 174 |
-
"lstrip": false,
|
| 175 |
-
"normalized": false,
|
| 176 |
-
"rstrip": false,
|
| 177 |
-
"single_word": false,
|
| 178 |
-
"special": true
|
| 179 |
-
},
|
| 180 |
-
"32019": {
|
| 181 |
-
"content": "<extra_id_80>",
|
| 182 |
-
"lstrip": false,
|
| 183 |
-
"normalized": false,
|
| 184 |
-
"rstrip": false,
|
| 185 |
-
"single_word": false,
|
| 186 |
-
"special": true
|
| 187 |
-
},
|
| 188 |
-
"32020": {
|
| 189 |
-
"content": "<extra_id_79>",
|
| 190 |
-
"lstrip": false,
|
| 191 |
-
"normalized": false,
|
| 192 |
-
"rstrip": false,
|
| 193 |
-
"single_word": false,
|
| 194 |
-
"special": true
|
| 195 |
-
},
|
| 196 |
-
"32021": {
|
| 197 |
-
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|
| 198 |
-
"lstrip": false,
|
| 199 |
-
"normalized": false,
|
| 200 |
-
"rstrip": false,
|
| 201 |
-
"single_word": false,
|
| 202 |
-
"special": true
|
| 203 |
-
},
|
| 204 |
-
"32022": {
|
| 205 |
-
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|
| 206 |
-
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|
| 207 |
-
"normalized": false,
|
| 208 |
-
"rstrip": false,
|
| 209 |
-
"single_word": false,
|
| 210 |
-
"special": true
|
| 211 |
-
},
|
| 212 |
-
"32023": {
|
| 213 |
-
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|
| 214 |
-
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|
| 215 |
-
"normalized": false,
|
| 216 |
-
"rstrip": false,
|
| 217 |
-
"single_word": false,
|
| 218 |
-
"special": true
|
| 219 |
-
},
|
| 220 |
-
"32024": {
|
| 221 |
-
"content": "<extra_id_75>",
|
| 222 |
-
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|
| 223 |
-
"normalized": false,
|
| 224 |
-
"rstrip": false,
|
| 225 |
-
"single_word": false,
|
| 226 |
-
"special": true
|
| 227 |
-
},
|
| 228 |
-
"32025": {
|
| 229 |
-
"content": "<extra_id_74>",
|
| 230 |
-
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|
| 231 |
-
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|
| 232 |
-
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|
| 233 |
-
"single_word": false,
|
| 234 |
-
"special": true
|
| 235 |
-
},
|
| 236 |
-
"32026": {
|
| 237 |
-
"content": "<extra_id_73>",
|
| 238 |
-
"lstrip": false,
|
| 239 |
-
"normalized": false,
|
| 240 |
-
"rstrip": false,
|
| 241 |
-
"single_word": false,
|
| 242 |
-
"special": true
|
| 243 |
-
},
|
| 244 |
-
"32027": {
|
| 245 |
-
"content": "<extra_id_72>",
|
| 246 |
-
"lstrip": false,
|
| 247 |
-
"normalized": false,
|
| 248 |
-
"rstrip": false,
|
| 249 |
-
"single_word": false,
|
| 250 |
-
"special": true
|
| 251 |
-
},
|
| 252 |
-
"32028": {
|
| 253 |
-
"content": "<extra_id_71>",
|
| 254 |
-
"lstrip": false,
|
| 255 |
-
"normalized": false,
|
| 256 |
-
"rstrip": false,
|
| 257 |
-
"single_word": false,
|
| 258 |
-
"special": true
|
| 259 |
-
},
|
| 260 |
-
"32029": {
|
| 261 |
-
"content": "<extra_id_70>",
|
| 262 |
-
"lstrip": false,
|
| 263 |
-
"normalized": false,
|
| 264 |
-
"rstrip": false,
|
| 265 |
-
"single_word": false,
|
| 266 |
-
"special": true
|
| 267 |
-
},
|
| 268 |
-
"32030": {
|
| 269 |
-
"content": "<extra_id_69>",
|
| 270 |
-
"lstrip": false,
|
| 271 |
-
"normalized": false,
|
| 272 |
-
"rstrip": false,
|
| 273 |
-
"single_word": false,
|
| 274 |
-
"special": true
|
| 275 |
-
},
|
| 276 |
-
"32031": {
|
| 277 |
-
"content": "<extra_id_68>",
|
| 278 |
-
"lstrip": false,
|
| 279 |
-
"normalized": false,
|
| 280 |
-
"rstrip": false,
|
| 281 |
-
"single_word": false,
|
| 282 |
-
"special": true
|
| 283 |
-
},
|
| 284 |
-
"32032": {
|
| 285 |
-
"content": "<extra_id_67>",
|
| 286 |
-
"lstrip": false,
|
| 287 |
-
"normalized": false,
|
| 288 |
-
"rstrip": false,
|
| 289 |
-
"single_word": false,
|
| 290 |
-
"special": true
|
| 291 |
-
},
|
| 292 |
-
"32033": {
|
| 293 |
-
"content": "<extra_id_66>",
|
| 294 |
-
"lstrip": false,
|
| 295 |
-
"normalized": false,
|
| 296 |
-
"rstrip": false,
|
| 297 |
-
"single_word": false,
|
| 298 |
-
"special": true
|
| 299 |
-
},
|
| 300 |
-
"32034": {
|
| 301 |
-
"content": "<extra_id_65>",
|
| 302 |
-
"lstrip": false,
|
| 303 |
-
"normalized": false,
|
| 304 |
-
"rstrip": false,
|
| 305 |
-
"single_word": false,
|
| 306 |
-
"special": true
|
| 307 |
-
},
|
| 308 |
-
"32035": {
|
| 309 |
-
"content": "<extra_id_64>",
|
| 310 |
-
"lstrip": false,
|
| 311 |
-
"normalized": false,
|
| 312 |
-
"rstrip": false,
|
| 313 |
-
"single_word": false,
|
| 314 |
-
"special": true
|
| 315 |
-
},
|
| 316 |
-
"32036": {
|
| 317 |
-
"content": "<extra_id_63>",
|
| 318 |
-
"lstrip": false,
|
| 319 |
-
"normalized": false,
|
| 320 |
-
"rstrip": false,
|
| 321 |
-
"single_word": false,
|
| 322 |
-
"special": true
|
| 323 |
-
},
|
| 324 |
-
"32037": {
|
| 325 |
-
"content": "<extra_id_62>",
|
| 326 |
-
"lstrip": false,
|
| 327 |
-
"normalized": false,
|
| 328 |
-
"rstrip": false,
|
| 329 |
-
"single_word": false,
|
| 330 |
-
"special": true
|
| 331 |
-
},
|
| 332 |
-
"32038": {
|
| 333 |
-
"content": "<extra_id_61>",
|
| 334 |
-
"lstrip": false,
|
| 335 |
-
"normalized": false,
|
| 336 |
-
"rstrip": false,
|
| 337 |
-
"single_word": false,
|
| 338 |
-
"special": true
|
| 339 |
-
},
|
| 340 |
-
"32039": {
|
| 341 |
-
"content": "<extra_id_60>",
|
| 342 |
-
"lstrip": false,
|
| 343 |
-
"normalized": false,
|
| 344 |
-
"rstrip": false,
|
| 345 |
-
"single_word": false,
|
| 346 |
-
"special": true
|
| 347 |
-
},
|
| 348 |
-
"32040": {
|
| 349 |
-
"content": "<extra_id_59>",
|
| 350 |
-
"lstrip": false,
|
| 351 |
-
"normalized": false,
|
| 352 |
-
"rstrip": false,
|
| 353 |
-
"single_word": false,
|
| 354 |
-
"special": true
|
| 355 |
-
},
|
| 356 |
-
"32041": {
|
| 357 |
-
"content": "<extra_id_58>",
|
| 358 |
-
"lstrip": false,
|
| 359 |
-
"normalized": false,
|
| 360 |
-
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|
| 361 |
-
"single_word": false,
|
| 362 |
-
"special": true
|
| 363 |
-
},
|
| 364 |
-
"32042": {
|
| 365 |
-
"content": "<extra_id_57>",
|
| 366 |
-
"lstrip": false,
|
| 367 |
-
"normalized": false,
|
| 368 |
-
"rstrip": false,
|
| 369 |
-
"single_word": false,
|
| 370 |
-
"special": true
|
| 371 |
-
},
|
| 372 |
-
"32043": {
|
| 373 |
-
"content": "<extra_id_56>",
|
| 374 |
-
"lstrip": false,
|
| 375 |
-
"normalized": false,
|
| 376 |
-
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|
| 377 |
-
"single_word": false,
|
| 378 |
-
"special": true
|
| 379 |
-
},
|
| 380 |
-
"32044": {
|
| 381 |
-
"content": "<extra_id_55>",
|
| 382 |
-
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|
| 383 |
-
"normalized": false,
|
| 384 |
-
"rstrip": false,
|
| 385 |
-
"single_word": false,
|
| 386 |
-
"special": true
|
| 387 |
-
},
|
| 388 |
-
"32045": {
|
| 389 |
-
"content": "<extra_id_54>",
|
| 390 |
-
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|
| 391 |
-
"normalized": false,
|
| 392 |
-
"rstrip": false,
|
| 393 |
-
"single_word": false,
|
| 394 |
-
"special": true
|
| 395 |
-
},
|
| 396 |
-
"32046": {
|
| 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 |
-
"special": true
|
| 403 |
-
},
|
| 404 |
-
"32047": {
|
| 405 |
-
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|
| 406 |
-
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| 419 |
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| 421 |
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-
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| 499 |
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| 501 |
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| 507 |
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|
| 509 |
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-
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| 515 |
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| 517 |
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| 518 |
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| 523 |
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| 526 |
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| 579 |
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| 589 |
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| 595 |
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-
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| 605 |
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| 610 |
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| 611 |
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|
| 613 |
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|
| 614 |
-
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| 618 |
-
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|
| 619 |
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| 621 |
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|
| 622 |
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| 626 |
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| 627 |
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| 629 |
-
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-
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| 634 |
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| 635 |
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| 637 |
-
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| 642 |
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| 645 |
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| 646 |
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| 653 |
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| 658 |
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| 659 |
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|
| 661 |
-
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| 662 |
-
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| 667 |
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| 668 |
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|
| 669 |
-
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| 670 |
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| 674 |
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| 675 |
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| 677 |
-
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-
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| 682 |
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| 683 |
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| 685 |
-
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-
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| 690 |
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| 691 |
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| 693 |
-
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-
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| 698 |
-
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| 699 |
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| 700 |
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| 701 |
-
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-
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|
| 709 |
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| 710 |
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| 714 |
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| 715 |
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| 717 |
-
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| 718 |
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| 722 |
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| 723 |
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| 724 |
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|
| 725 |
-
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|
| 726 |
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| 730 |
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| 731 |
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| 732 |
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| 733 |
-
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| 734 |
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| 738 |
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| 739 |
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| 740 |
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| 741 |
-
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| 742 |
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| 746 |
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| 747 |
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| 748 |
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| 749 |
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| 750 |
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| 754 |
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| 755 |
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| 757 |
-
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| 762 |
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| 763 |
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| 764 |
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|
| 765 |
-
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| 766 |
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| 770 |
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| 771 |
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| 772 |
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| 773 |
-
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| 777 |
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| 778 |
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| 779 |
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| 780 |
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|
| 781 |
-
"content": "<extra_id_5>",
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| 782 |
-
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| 785 |
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| 786 |
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| 787 |
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| 788 |
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| 789 |
-
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| 790 |
-
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| 793 |
-
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| 794 |
-
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| 795 |
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| 796 |
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| 797 |
-
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| 798 |
-
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| 800 |
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| 802 |
-
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| 803 |
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| 805 |
-
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| 806 |
-
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| 810 |
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| 811 |
-
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| 812 |
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| 813 |
-
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| 814 |
-
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| 817 |
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| 818 |
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| 819 |
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| 820 |
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|
| 821 |
-
"content": "<extra_id_0>",
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| 822 |
-
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| 825 |
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| 826 |
-
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|
| 827 |
-
}
|
| 828 |
-
},
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| 829 |
-
"additional_special_tokens": [
|
| 830 |
-
"<extra_id_0>",
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| 831 |
-
"<extra_id_1>",
|
| 832 |
-
"<extra_id_2>",
|
| 833 |
-
"<extra_id_3>",
|
| 834 |
-
"<extra_id_4>",
|
| 835 |
-
"<extra_id_5>",
|
| 836 |
-
"<extra_id_6>",
|
| 837 |
-
"<extra_id_7>",
|
| 838 |
-
"<extra_id_8>",
|
| 839 |
-
"<extra_id_9>",
|
| 840 |
-
"<extra_id_10>",
|
| 841 |
-
"<extra_id_11>",
|
| 842 |
-
"<extra_id_12>",
|
| 843 |
-
"<extra_id_13>",
|
| 844 |
-
"<extra_id_14>",
|
| 845 |
-
"<extra_id_15>",
|
| 846 |
-
"<extra_id_16>",
|
| 847 |
-
"<extra_id_17>",
|
| 848 |
-
"<extra_id_18>",
|
| 849 |
-
"<extra_id_19>",
|
| 850 |
-
"<extra_id_20>",
|
| 851 |
-
"<extra_id_21>",
|
| 852 |
-
"<extra_id_22>",
|
| 853 |
-
"<extra_id_23>",
|
| 854 |
-
"<extra_id_24>",
|
| 855 |
-
"<extra_id_25>",
|
| 856 |
-
"<extra_id_26>",
|
| 857 |
-
"<extra_id_27>",
|
| 858 |
-
"<extra_id_28>",
|
| 859 |
-
"<extra_id_29>",
|
| 860 |
-
"<extra_id_30>",
|
| 861 |
-
"<extra_id_31>",
|
| 862 |
-
"<extra_id_32>",
|
| 863 |
-
"<extra_id_33>",
|
| 864 |
-
"<extra_id_34>",
|
| 865 |
-
"<extra_id_35>",
|
| 866 |
-
"<extra_id_36>",
|
| 867 |
-
"<extra_id_37>",
|
| 868 |
-
"<extra_id_38>",
|
| 869 |
-
"<extra_id_39>",
|
| 870 |
-
"<extra_id_40>",
|
| 871 |
-
"<extra_id_41>",
|
| 872 |
-
"<extra_id_42>",
|
| 873 |
-
"<extra_id_43>",
|
| 874 |
-
"<extra_id_44>",
|
| 875 |
-
"<extra_id_45>",
|
| 876 |
-
"<extra_id_46>",
|
| 877 |
-
"<extra_id_47>",
|
| 878 |
-
"<extra_id_48>",
|
| 879 |
-
"<extra_id_49>",
|
| 880 |
-
"<extra_id_50>",
|
| 881 |
-
"<extra_id_51>",
|
| 882 |
-
"<extra_id_52>",
|
| 883 |
-
"<extra_id_53>",
|
| 884 |
-
"<extra_id_54>",
|
| 885 |
-
"<extra_id_55>",
|
| 886 |
-
"<extra_id_56>",
|
| 887 |
-
"<extra_id_57>",
|
| 888 |
-
"<extra_id_58>",
|
| 889 |
-
"<extra_id_59>",
|
| 890 |
-
"<extra_id_60>",
|
| 891 |
-
"<extra_id_61>",
|
| 892 |
-
"<extra_id_62>",
|
| 893 |
-
"<extra_id_63>",
|
| 894 |
-
"<extra_id_64>",
|
| 895 |
-
"<extra_id_65>",
|
| 896 |
-
"<extra_id_66>",
|
| 897 |
-
"<extra_id_67>",
|
| 898 |
-
"<extra_id_68>",
|
| 899 |
-
"<extra_id_69>",
|
| 900 |
-
"<extra_id_70>",
|
| 901 |
-
"<extra_id_71>",
|
| 902 |
-
"<extra_id_72>",
|
| 903 |
-
"<extra_id_73>",
|
| 904 |
-
"<extra_id_74>",
|
| 905 |
-
"<extra_id_75>",
|
| 906 |
-
"<extra_id_76>",
|
| 907 |
-
"<extra_id_77>",
|
| 908 |
-
"<extra_id_78>",
|
| 909 |
-
"<extra_id_79>",
|
| 910 |
-
"<extra_id_80>",
|
| 911 |
-
"<extra_id_81>",
|
| 912 |
-
"<extra_id_82>",
|
| 913 |
-
"<extra_id_83>",
|
| 914 |
-
"<extra_id_84>",
|
| 915 |
-
"<extra_id_85>",
|
| 916 |
-
"<extra_id_86>",
|
| 917 |
-
"<extra_id_87>",
|
| 918 |
-
"<extra_id_88>",
|
| 919 |
-
"<extra_id_89>",
|
| 920 |
-
"<extra_id_90>",
|
| 921 |
-
"<extra_id_91>",
|
| 922 |
-
"<extra_id_92>",
|
| 923 |
-
"<extra_id_93>",
|
| 924 |
-
"<extra_id_94>",
|
| 925 |
-
"<extra_id_95>",
|
| 926 |
-
"<extra_id_96>",
|
| 927 |
-
"<extra_id_97>",
|
| 928 |
-
"<extra_id_98>",
|
| 929 |
-
"<extra_id_99>"
|
| 930 |
-
],
|
| 931 |
-
"clean_up_tokenization_spaces": true,
|
| 932 |
-
"eos_token": "</s>",
|
| 933 |
-
"extra_ids": 100,
|
| 934 |
-
"extra_special_tokens": {},
|
| 935 |
-
"model_max_length": 512,
|
| 936 |
-
"pad_token": "<pad>",
|
| 937 |
-
"tokenizer_class": "T5Tokenizer",
|
| 938 |
-
"unk_token": "<unk>"
|
| 939 |
-
}
|
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