Update config.json
Browse files- config.json +335 -0
config.json
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| 1 |
+
{
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| 2 |
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"dump_path": "/checkpoint/aconneau/dumped/xlm_17_100_big.3/16656237",
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| 3 |
+
"exp_name": "xlm_17_100_big.3",
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| 4 |
+
"save_periodic": 0,
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| 5 |
+
"exp_id": "16656237",
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| 6 |
+
"fp16": true,
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| 7 |
+
"amp": 2,
|
| 8 |
+
"encoder_only": true,
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| 9 |
+
"emb_dim": 1280,
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| 10 |
+
"n_layers": 16,
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| 11 |
+
"n_heads": 16,
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| 12 |
+
"dropout": 0.1,
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| 13 |
+
"attention_dropout": 0.1,
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| 14 |
+
"gelu_activation": true,
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| 15 |
+
"share_inout_emb": true,
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| 16 |
+
"sinusoidal_embeddings": false,
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| 17 |
+
"use_lang_emb": false,
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| 18 |
+
"use_memory": false,
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| 19 |
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"asm": false,
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| 20 |
+
"context_size": 0,
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| 21 |
+
"word_pred": 0.15,
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| 22 |
+
"sample_alpha": 0.5,
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| 23 |
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"word_mask_keep_rand": "0.8,0.1,0.1",
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| 24 |
+
"word_shuffle": 0.0,
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| 25 |
+
"word_dropout": 0.0,
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| 26 |
+
"word_blank": 0.0,
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| 27 |
+
"data_path": "/private/home/aconneau/projects/XLM/data/wiki/17/175k",
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| 28 |
+
"lgs": "en-fr-es-de-it-pt-nl-sv-pl-ru-ar-tr-zh-ja-ko-hi-vi",
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| 29 |
+
"max_vocab": 200000,
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| 30 |
+
"min_count": 0,
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| 31 |
+
"lg_sampling_factor": 0.7,
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| 32 |
+
"bptt": 256,
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| 33 |
+
"max_len": 200,
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| 34 |
+
"group_by_size": true,
|
| 35 |
+
"batch_size": 16,
|
| 36 |
+
"max_batch_size": 0,
|
| 37 |
+
"tokens_per_batch": -1,
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| 38 |
+
"split_data": true,
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| 39 |
+
"optimizer": "adam_inverse_sqrt,lr=0.00005,warmup_updates=30000,beta1=0.9,beta2=0.999,weight_decay=0.01,eps=0.000001",
|
| 40 |
+
"clip_grad_norm": 1.0,
|
| 41 |
+
"epoch_size": 200000,
|
| 42 |
+
"max_epoch": 100000,
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| 43 |
+
"stopping_criterion": "_valid_zh_mlm_ppl,25",
|
| 44 |
+
"validation_metrics": "_valid_en_mlm_ppl,_valid_mlm_ppl,_valid_zh_mlm_ppl",
|
| 45 |
+
"accumulate_gradients": 4,
|
| 46 |
+
"lambda_mlm": 1.0,
|
| 47 |
+
"lambda_clm": 1.0,
|
| 48 |
+
"lambda_pc": 1.0,
|
| 49 |
+
"lambda_ae": 1.0,
|
| 50 |
+
"lambda_mt": 1.0,
|
| 51 |
+
"lambda_bt": 1.0,
|
| 52 |
+
"clm_steps": [],
|
| 53 |
+
"mlm_steps": [
|
| 54 |
+
[
|
| 55 |
+
"en",
|
| 56 |
+
null
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
"fr",
|
| 60 |
+
null
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
"es",
|
| 64 |
+
null
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
"de",
|
| 68 |
+
null
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
"it",
|
| 72 |
+
null
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
"pt",
|
| 76 |
+
null
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
"nl",
|
| 80 |
+
null
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
"sv",
|
| 84 |
+
null
|
| 85 |
+
],
|
| 86 |
+
[
|
| 87 |
+
"pl",
|
| 88 |
+
null
|
| 89 |
+
],
|
| 90 |
+
[
|
| 91 |
+
"ru",
|
| 92 |
+
null
|
| 93 |
+
],
|
| 94 |
+
[
|
| 95 |
+
"ar",
|
| 96 |
+
null
|
| 97 |
+
],
|
| 98 |
+
[
|
| 99 |
+
"tr",
|
| 100 |
+
null
|
| 101 |
+
],
|
| 102 |
+
[
|
| 103 |
+
"zh",
|
| 104 |
+
null
|
| 105 |
+
],
|
| 106 |
+
[
|
| 107 |
+
"ja",
|
| 108 |
+
null
|
| 109 |
+
],
|
| 110 |
+
[
|
| 111 |
+
"ko",
|
| 112 |
+
null
|
| 113 |
+
],
|
| 114 |
+
[
|
| 115 |
+
"hi",
|
| 116 |
+
null
|
| 117 |
+
],
|
| 118 |
+
[
|
| 119 |
+
"vi",
|
| 120 |
+
null
|
| 121 |
+
]
|
| 122 |
+
],
|
| 123 |
+
"mt_steps": [],
|
| 124 |
+
"ae_steps": [],
|
| 125 |
+
"bt_steps": [],
|
| 126 |
+
"pc_steps": [],
|
| 127 |
+
"reload_emb": "",
|
| 128 |
+
"reload_model": "/checkpoint/aconneau/dumped/xlm_17_100_240_big_model_upper.2/14884510/best-valid_zh_mlm_ppl.pth",
|
| 129 |
+
"reload_checkpoint": "",
|
| 130 |
+
"beam_size": 1,
|
| 131 |
+
"length_penalty": 1,
|
| 132 |
+
"early_stopping": false,
|
| 133 |
+
"eval_bleu": false,
|
| 134 |
+
"eval_only": false,
|
| 135 |
+
"debug_train": false,
|
| 136 |
+
"debug_slurm": false,
|
| 137 |
+
"debug": false,
|
| 138 |
+
"local_rank": 0,
|
| 139 |
+
"master_port": 14148,
|
| 140 |
+
"langs": [
|
| 141 |
+
"en",
|
| 142 |
+
"fr",
|
| 143 |
+
"es",
|
| 144 |
+
"de",
|
| 145 |
+
"it",
|
| 146 |
+
"pt",
|
| 147 |
+
"nl",
|
| 148 |
+
"sv",
|
| 149 |
+
"pl",
|
| 150 |
+
"ru",
|
| 151 |
+
"ar",
|
| 152 |
+
"tr",
|
| 153 |
+
"zh",
|
| 154 |
+
"ja",
|
| 155 |
+
"ko",
|
| 156 |
+
"hi",
|
| 157 |
+
"vi"
|
| 158 |
+
],
|
| 159 |
+
"id2lang": {
|
| 160 |
+
"0": "ar",
|
| 161 |
+
"1": "de",
|
| 162 |
+
"2": "en",
|
| 163 |
+
"3": "es",
|
| 164 |
+
"4": "fr",
|
| 165 |
+
"5": "hi",
|
| 166 |
+
"6": "it",
|
| 167 |
+
"7": "ja",
|
| 168 |
+
"8": "ko",
|
| 169 |
+
"9": "nl",
|
| 170 |
+
"10": "pl",
|
| 171 |
+
"11": "pt",
|
| 172 |
+
"12": "ru",
|
| 173 |
+
"13": "sv",
|
| 174 |
+
"14": "tr",
|
| 175 |
+
"15": "vi",
|
| 176 |
+
"16": "zh"
|
| 177 |
+
},
|
| 178 |
+
"lang2id": {
|
| 179 |
+
"ar": 0,
|
| 180 |
+
"de": 1,
|
| 181 |
+
"en": 2,
|
| 182 |
+
"es": 3,
|
| 183 |
+
"fr": 4,
|
| 184 |
+
"hi": 5,
|
| 185 |
+
"it": 6,
|
| 186 |
+
"ja": 7,
|
| 187 |
+
"ko": 8,
|
| 188 |
+
"nl": 9,
|
| 189 |
+
"pl": 10,
|
| 190 |
+
"pt": 11,
|
| 191 |
+
"ru": 12,
|
| 192 |
+
"sv": 13,
|
| 193 |
+
"tr": 14,
|
| 194 |
+
"vi": 15,
|
| 195 |
+
"zh": 16
|
| 196 |
+
},
|
| 197 |
+
"n_langs": 17,
|
| 198 |
+
"bt_src_langs": [],
|
| 199 |
+
"mono_dataset": {
|
| 200 |
+
"en": {
|
| 201 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.en.pth",
|
| 202 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.en.pth",
|
| 203 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.en.pth"
|
| 204 |
+
},
|
| 205 |
+
"fr": {
|
| 206 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.fr.pth",
|
| 207 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.fr.pth",
|
| 208 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.fr.pth"
|
| 209 |
+
},
|
| 210 |
+
"es": {
|
| 211 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.es.pth",
|
| 212 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.es.pth",
|
| 213 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.es.pth"
|
| 214 |
+
},
|
| 215 |
+
"de": {
|
| 216 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.de.pth",
|
| 217 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.de.pth",
|
| 218 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.de.pth"
|
| 219 |
+
},
|
| 220 |
+
"it": {
|
| 221 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.it.pth",
|
| 222 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.it.pth",
|
| 223 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.it.pth"
|
| 224 |
+
},
|
| 225 |
+
"pt": {
|
| 226 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.pt.pth",
|
| 227 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.pt.pth",
|
| 228 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.pt.pth"
|
| 229 |
+
},
|
| 230 |
+
"nl": {
|
| 231 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.nl.pth",
|
| 232 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.nl.pth",
|
| 233 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.nl.pth"
|
| 234 |
+
},
|
| 235 |
+
"sv": {
|
| 236 |
+
"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.sv.pth",
|
| 237 |
+
"valid": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/valid.sv.pth",
|
| 238 |
+
"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.sv.pth"
|
| 239 |
+
},
|
| 240 |
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"pl": {
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| 244 |
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},
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"ru": {
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| 246 |
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| 247 |
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| 248 |
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| 249 |
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},
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| 250 |
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| 251 |
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| 253 |
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| 254 |
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},
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"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.tr.pth",
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| 258 |
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|
| 259 |
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},
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| 260 |
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"zh": {
|
| 261 |
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|
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| 263 |
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| 264 |
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},
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| 266 |
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"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.ja.pth",
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| 267 |
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| 268 |
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"test": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/test.ja.pth"
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| 269 |
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"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.ko.pth",
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| 272 |
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| 274 |
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},
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"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.hi.pth",
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| 278 |
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| 279 |
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},
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| 281 |
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"train": "/private/home/aconneau/projects/XLM/data/wiki/17/175k/train.vi.pth",
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| 283 |
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| 284 |
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| 285 |
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| 300 |
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"command": "python /private/home/aconneau/workdir/xlm_17_100_big.3/2019_08_10_19_23_42/train.py --n_heads 16 --bt_steps '' --max_vocab 200000 --word_mask_keep_rand '0.8,0.1,0.1' --use_lang_emb false --data_path '/private/home/aconneau/projects/XLM/data/wiki/17/175k' --save_periodic 0 --max_len 200 --bptt 256 --ae_steps '' --fp16 true --share_inout_emb true --sinusoidal_embeddings false --word_shuffle 0 --tokens_per_batch '-1' --accumulate_gradients 4 --validation_metrics '_valid_en_mlm_ppl,_valid_mlm_ppl,_valid_zh_mlm_ppl' --attention_dropout '0.1' --split_data true --max_epoch 100000 --stopping_criterion '_valid_zh_mlm_ppl,25' --dump_path '/checkpoint/aconneau/dumped' --epoch_size 200000 --word_blank 0 --gelu_activation true --n_layers 16 --optimizer 'adam_inverse_sqrt,lr=0.00005,warmup_updates=30000,beta1=0.9,beta2=0.999,weight_decay=0.01,eps=0.000001' --mlm_steps 'en,fr,es,de,it,pt,nl,sv,pl,ru,ar,tr,zh,ja,ko,hi,vi' --eval_bleu false --dropout '0.1' --mt_steps '' --batch_size 16 --word_dropout 0 --reload_model '/checkpoint/aconneau/dumped/xlm_17_100_240_big_model_upper.2/14884510/best-valid_zh_mlm_ppl.pth' --min_count 0 --amp 2 --group_by_size true --asm false --sample_alpha '0.5' --word_pred '0.15' --clip_grad_norm 1 --emb_dim 1280 --encoder_only true --lgs 'en-fr-es-de-it-pt-nl-sv-pl-ru-ar-tr-zh-ja-ko-hi-vi' --clm_steps '' --exp_name 'xlm_17_100_big.3' --lg_sampling_factor '0.7' --eval_only false --exp_id 16656237 --master_port 14148 --exp_id \"16656237\"",
|
| 301 |
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"n_words": 200000,
|
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"pad_index": 2,
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"unk_index": 3,
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"mask_index": 5,
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|
| 309 |
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|
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|
| 311 |
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"lambda_mt_config": null,
|
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"lambda_bt_config": null,
|
| 313 |
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"hyp_path": "/checkpoint/aconneau/dumped/xlm_17_100_big.3/16656237/hypotheses",
|
| 314 |
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|
| 315 |
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"mono_list": [
|
| 316 |
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"en",
|
| 317 |
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"fr",
|
| 318 |
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"es",
|
| 319 |
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"de",
|
| 320 |
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"it",
|
| 321 |
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"pt",
|
| 322 |
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"nl",
|
| 323 |
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"sv",
|
| 324 |
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"pl",
|
| 325 |
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"ru",
|
| 326 |
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"ar",
|
| 327 |
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"tr",
|
| 328 |
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"zh",
|
| 329 |
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"ja",
|
| 330 |
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"ko",
|
| 331 |
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"hi",
|
| 332 |
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"vi"
|
| 333 |
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],
|
| 334 |
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"para_list": []
|
| 335 |
+
}
|