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models/commonlid_20pct_scratch/training_summary.json
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| 1 |
+
{
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| 2 |
+
"command": "train.py --corpus-dir data/commonlid_20pct_by_lang --vocab-size 100000 --per-lang-counts-method soft --em-iterations 10 --results-dir results_commonlid_20pct_scratch --lang-batch-size 100 --byte-level",
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| 3 |
+
"timestamp": "2026-03-24T07:10:18.334621+00:00",
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| 4 |
+
"training_completed": true,
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| 5 |
+
"source": {
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| 6 |
+
"format": "corpus",
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| 7 |
+
"path": "/workspace/runpod/tinyAyaLid/data/commonlid_20pct_by_lang",
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| 8 |
+
"max_samples": null,
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| 9 |
+
"total_samples": 74608,
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| 10 |
+
"num_languages": 100,
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| 11 |
+
"samples_per_language": {
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| 12 |
+
"ace": 1,
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| 13 |
+
"acf": 120,
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| 14 |
+
"aeb": 3,
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| 15 |
+
"afr": 17,
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| 16 |
+
"amh": 323,
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| 17 |
+
"apd": 5,
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| 18 |
+
"arb": 8491,
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| 19 |
+
"arg": 468,
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| 20 |
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"ars": 45,
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| 21 |
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"ary": 45,
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| 22 |
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"arz": 220,
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| 23 |
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"asm": 42,
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| 24 |
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"azj": 174,
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| 25 |
+
"bak": 9,
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| 26 |
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"bcl": 353,
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| 27 |
+
"ben": 377,
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| 28 |
+
"bre": 469,
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| 29 |
+
"bul": 21,
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| 30 |
+
"cat": 18,
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| 31 |
+
"ces": 186,
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| 32 |
+
"cmn": 2520,
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| 33 |
+
"crh": 81,
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| 34 |
+
"deu": 1510,
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| 35 |
+
"ekk": 131,
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| 36 |
+
"ell": 1,
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| 37 |
+
"eng": 5492,
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| 38 |
+
"ext": 1,
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| 39 |
+
"fas": 3863,
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| 40 |
+
"fil": 455,
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| 41 |
+
"fin": 206,
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| 42 |
+
"fra": 646,
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| 43 |
+
"fro": 7,
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| 44 |
+
"fry": 193,
|
| 45 |
+
"fuv": 7,
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| 46 |
+
"gaz": 214,
|
| 47 |
+
"gcf": 4,
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| 48 |
+
"gcr": 22,
|
| 49 |
+
"gla": 185,
|
| 50 |
+
"gle": 1,
|
| 51 |
+
"gom": 67,
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| 52 |
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"grc": 1,
|
| 53 |
+
"gug": 109,
|
| 54 |
+
"guj": 189,
|
| 55 |
+
"guw": 1,
|
| 56 |
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"hau": 3291,
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| 57 |
+
"hbo": 161,
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| 58 |
+
"heb": 1011,
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| 59 |
+
"hin": 733,
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| 60 |
+
"ibo": 33,
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| 61 |
+
"ind": 6765,
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| 62 |
+
"ita": 877,
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| 63 |
+
"jav": 331,
|
| 64 |
+
"jpn": 668,
|
| 65 |
+
"kab": 23,
|
| 66 |
+
"kan": 510,
|
| 67 |
+
"kik": 12,
|
| 68 |
+
"kor": 1,
|
| 69 |
+
"lat": 10,
|
| 70 |
+
"lij": 29,
|
| 71 |
+
"lin": 11,
|
| 72 |
+
"ltg": 7,
|
| 73 |
+
"lug": 272,
|
| 74 |
+
"lvs": 172,
|
| 75 |
+
"mal": 412,
|
| 76 |
+
"mar": 212,
|
| 77 |
+
"nld": 659,
|
| 78 |
+
"nso": 19,
|
| 79 |
+
"nyn": 1,
|
| 80 |
+
"oci": 262,
|
| 81 |
+
"ory": 121,
|
| 82 |
+
"pan": 204,
|
| 83 |
+
"pcm": 1,
|
| 84 |
+
"plt": 430,
|
| 85 |
+
"pol": 1,
|
| 86 |
+
"por": 488,
|
| 87 |
+
"rcf": 80,
|
| 88 |
+
"rus": 800,
|
| 89 |
+
"san": 179,
|
| 90 |
+
"sna": 271,
|
| 91 |
+
"sot": 188,
|
| 92 |
+
"spa": 847,
|
| 93 |
+
"swh": 3282,
|
| 94 |
+
"tam": 16,
|
| 95 |
+
"tat": 205,
|
| 96 |
+
"tel": 2349,
|
| 97 |
+
"tha": 623,
|
| 98 |
+
"tuk": 4,
|
| 99 |
+
"tur": 897,
|
| 100 |
+
"ukr": 1,
|
| 101 |
+
"urd": 40,
|
| 102 |
+
"uzn": 8637,
|
| 103 |
+
"uzs": 1,
|
| 104 |
+
"vec": 311,
|
| 105 |
+
"vie": 4360,
|
| 106 |
+
"wuu": 126,
|
| 107 |
+
"xho": 115,
|
| 108 |
+
"yor": 458,
|
| 109 |
+
"yue": 85,
|
| 110 |
+
"zsm": 5712,
|
| 111 |
+
"zul": 1
|
| 112 |
+
}
|
| 113 |
+
},
|
| 114 |
+
"method": {
|
| 115 |
+
"vocab_size": 100000,
|
| 116 |
+
"base_training_method": "hf",
|
| 117 |
+
"per_lang_counts_method": "soft",
|
| 118 |
+
"byte_level": true,
|
| 119 |
+
"seed": 42,
|
| 120 |
+
"initial_vocab": null,
|
| 121 |
+
"lang_batch_size": 100,
|
| 122 |
+
"sampling": {
|
| 123 |
+
"mode": "base_only",
|
| 124 |
+
"max_base_samples_per_lang": 10000,
|
| 125 |
+
"max_lang_samples_per_lang": null,
|
| 126 |
+
"shared_samples_per_lang": null
|
| 127 |
+
},
|
| 128 |
+
"reuse": {
|
| 129 |
+
"reuse_corpus": true,
|
| 130 |
+
"reuse_base": true,
|
| 131 |
+
"skip_existing_langs": true
|
| 132 |
+
}
|
| 133 |
+
},
|
| 134 |
+
"timing": {
|
| 135 |
+
"total_seconds": 1704.59,
|
| 136 |
+
"base_tokenizer_seconds": 1110.73,
|
| 137 |
+
"language_tokenizers_seconds": 593.86,
|
| 138 |
+
"base_tokenizer_reused": false
|
| 139 |
+
},
|
| 140 |
+
"output": {
|
| 141 |
+
"results_dir": "/workspace/runpod/tinyAyaLid/results_commonlid_20pct_scratch",
|
| 142 |
+
"corpus_dir": "/workspace/runpod/tinyAyaLid/data/commonlid_20pct_by_lang",
|
| 143 |
+
"tokenizers_dir": "/workspace/runpod/tinyAyaLid/results_commonlid_20pct_scratch/tokenizers",
|
| 144 |
+
"base_tokenizer": "/workspace/runpod/tinyAyaLid/results_commonlid_20pct_scratch/tokenizers/langspec_base_tokenizer.json",
|
| 145 |
+
"num_languages_trained_this_run": 100,
|
| 146 |
+
"language_tokenizers": {
|
| 147 |
+
"base_path": "results_commonlid_20pct_scratch/tokenizers/langspec_base_tokenizer.json",
|
| 148 |
+
"language_paths": {
|
| 149 |
+
"ace": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ace.tokenizer.json",
|
| 150 |
+
"acf": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_acf.tokenizer.json",
|
| 151 |
+
"aeb": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_aeb.tokenizer.json",
|
| 152 |
+
"afr": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_afr.tokenizer.json",
|
| 153 |
+
"amh": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_amh.tokenizer.json",
|
| 154 |
+
"apd": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_apd.tokenizer.json",
|
| 155 |
+
"arb": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_arb.tokenizer.json",
|
| 156 |
+
"arg": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_arg.tokenizer.json",
|
| 157 |
+
"ars": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ars.tokenizer.json",
|
| 158 |
+
"ary": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ary.tokenizer.json",
|
| 159 |
+
"arz": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_arz.tokenizer.json",
|
| 160 |
+
"asm": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_asm.tokenizer.json",
|
| 161 |
+
"azj": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_azj.tokenizer.json",
|
| 162 |
+
"bak": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_bak.tokenizer.json",
|
| 163 |
+
"bcl": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_bcl.tokenizer.json",
|
| 164 |
+
"ben": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ben.tokenizer.json",
|
| 165 |
+
"bre": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_bre.tokenizer.json",
|
| 166 |
+
"bul": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_bul.tokenizer.json",
|
| 167 |
+
"cat": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_cat.tokenizer.json",
|
| 168 |
+
"ces": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ces.tokenizer.json",
|
| 169 |
+
"cmn": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_cmn.tokenizer.json",
|
| 170 |
+
"crh": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_crh.tokenizer.json",
|
| 171 |
+
"deu": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_deu.tokenizer.json",
|
| 172 |
+
"ekk": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ekk.tokenizer.json",
|
| 173 |
+
"ell": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ell.tokenizer.json",
|
| 174 |
+
"eng": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_eng.tokenizer.json",
|
| 175 |
+
"ext": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ext.tokenizer.json",
|
| 176 |
+
"fas": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fas.tokenizer.json",
|
| 177 |
+
"fil": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fil.tokenizer.json",
|
| 178 |
+
"fin": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fin.tokenizer.json",
|
| 179 |
+
"fra": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fra.tokenizer.json",
|
| 180 |
+
"fro": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fro.tokenizer.json",
|
| 181 |
+
"fry": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fry.tokenizer.json",
|
| 182 |
+
"fuv": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_fuv.tokenizer.json",
|
| 183 |
+
"gaz": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gaz.tokenizer.json",
|
| 184 |
+
"gcf": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gcf.tokenizer.json",
|
| 185 |
+
"gcr": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gcr.tokenizer.json",
|
| 186 |
+
"gla": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gla.tokenizer.json",
|
| 187 |
+
"gle": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gle.tokenizer.json",
|
| 188 |
+
"gom": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gom.tokenizer.json",
|
| 189 |
+
"grc": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_grc.tokenizer.json",
|
| 190 |
+
"gug": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_gug.tokenizer.json",
|
| 191 |
+
"guj": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_guj.tokenizer.json",
|
| 192 |
+
"guw": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_guw.tokenizer.json",
|
| 193 |
+
"hau": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_hau.tokenizer.json",
|
| 194 |
+
"hbo": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_hbo.tokenizer.json",
|
| 195 |
+
"heb": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_heb.tokenizer.json",
|
| 196 |
+
"hin": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_hin.tokenizer.json",
|
| 197 |
+
"ibo": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ibo.tokenizer.json",
|
| 198 |
+
"ind": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ind.tokenizer.json",
|
| 199 |
+
"ita": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ita.tokenizer.json",
|
| 200 |
+
"jav": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_jav.tokenizer.json",
|
| 201 |
+
"jpn": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_jpn.tokenizer.json",
|
| 202 |
+
"kab": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_kab.tokenizer.json",
|
| 203 |
+
"kan": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_kan.tokenizer.json",
|
| 204 |
+
"kik": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_kik.tokenizer.json",
|
| 205 |
+
"kor": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_kor.tokenizer.json",
|
| 206 |
+
"lat": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_lat.tokenizer.json",
|
| 207 |
+
"lij": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_lij.tokenizer.json",
|
| 208 |
+
"lin": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_lin.tokenizer.json",
|
| 209 |
+
"ltg": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ltg.tokenizer.json",
|
| 210 |
+
"lug": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_lug.tokenizer.json",
|
| 211 |
+
"lvs": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_lvs.tokenizer.json",
|
| 212 |
+
"mal": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_mal.tokenizer.json",
|
| 213 |
+
"mar": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_mar.tokenizer.json",
|
| 214 |
+
"nld": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_nld.tokenizer.json",
|
| 215 |
+
"nso": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_nso.tokenizer.json",
|
| 216 |
+
"nyn": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_nyn.tokenizer.json",
|
| 217 |
+
"oci": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_oci.tokenizer.json",
|
| 218 |
+
"ory": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ory.tokenizer.json",
|
| 219 |
+
"pan": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_pan.tokenizer.json",
|
| 220 |
+
"pcm": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_pcm.tokenizer.json",
|
| 221 |
+
"plt": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_plt.tokenizer.json",
|
| 222 |
+
"pol": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_pol.tokenizer.json",
|
| 223 |
+
"por": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_por.tokenizer.json",
|
| 224 |
+
"rcf": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_rcf.tokenizer.json",
|
| 225 |
+
"rus": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_rus.tokenizer.json",
|
| 226 |
+
"san": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_san.tokenizer.json",
|
| 227 |
+
"sna": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_sna.tokenizer.json",
|
| 228 |
+
"sot": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_sot.tokenizer.json",
|
| 229 |
+
"spa": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_spa.tokenizer.json",
|
| 230 |
+
"swh": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_swh.tokenizer.json",
|
| 231 |
+
"tam": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_tam.tokenizer.json",
|
| 232 |
+
"tat": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_tat.tokenizer.json",
|
| 233 |
+
"tel": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_tel.tokenizer.json",
|
| 234 |
+
"tha": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_tha.tokenizer.json",
|
| 235 |
+
"tuk": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_tuk.tokenizer.json",
|
| 236 |
+
"tur": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_tur.tokenizer.json",
|
| 237 |
+
"ukr": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_ukr.tokenizer.json",
|
| 238 |
+
"urd": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_urd.tokenizer.json",
|
| 239 |
+
"uzn": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_uzn.tokenizer.json",
|
| 240 |
+
"uzs": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_uzs.tokenizer.json",
|
| 241 |
+
"vec": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_vec.tokenizer.json",
|
| 242 |
+
"vie": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_vie.tokenizer.json",
|
| 243 |
+
"wuu": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_wuu.tokenizer.json",
|
| 244 |
+
"xho": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_xho.tokenizer.json",
|
| 245 |
+
"yor": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_yor.tokenizer.json",
|
| 246 |
+
"yue": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_yue.tokenizer.json",
|
| 247 |
+
"zsm": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_zsm.tokenizer.json",
|
| 248 |
+
"zul": "results_commonlid_20pct_scratch/tokenizers/langspec_soft_zul.tokenizer.json"
|
| 249 |
+
}
|
| 250 |
+
}
|
| 251 |
+
},
|
| 252 |
+
"languages": [
|
| 253 |
+
"ace",
|
| 254 |
+
"acf",
|
| 255 |
+
"aeb",
|
| 256 |
+
"afr",
|
| 257 |
+
"amh",
|
| 258 |
+
"apd",
|
| 259 |
+
"arb",
|
| 260 |
+
"arg",
|
| 261 |
+
"ars",
|
| 262 |
+
"ary",
|
| 263 |
+
"arz",
|
| 264 |
+
"asm",
|
| 265 |
+
"azj",
|
| 266 |
+
"bak",
|
| 267 |
+
"bcl",
|
| 268 |
+
"ben",
|
| 269 |
+
"bre",
|
| 270 |
+
"bul",
|
| 271 |
+
"cat",
|
| 272 |
+
"ces",
|
| 273 |
+
"cmn",
|
| 274 |
+
"crh",
|
| 275 |
+
"deu",
|
| 276 |
+
"ekk",
|
| 277 |
+
"ell",
|
| 278 |
+
"eng",
|
| 279 |
+
"ext",
|
| 280 |
+
"fas",
|
| 281 |
+
"fil",
|
| 282 |
+
"fin",
|
| 283 |
+
"fra",
|
| 284 |
+
"fro",
|
| 285 |
+
"fry",
|
| 286 |
+
"fuv",
|
| 287 |
+
"gaz",
|
| 288 |
+
"gcf",
|
| 289 |
+
"gcr",
|
| 290 |
+
"gla",
|
| 291 |
+
"gle",
|
| 292 |
+
"gom",
|
| 293 |
+
"grc",
|
| 294 |
+
"gug",
|
| 295 |
+
"guj",
|
| 296 |
+
"guw",
|
| 297 |
+
"hau",
|
| 298 |
+
"hbo",
|
| 299 |
+
"heb",
|
| 300 |
+
"hin",
|
| 301 |
+
"ibo",
|
| 302 |
+
"ind",
|
| 303 |
+
"ita",
|
| 304 |
+
"jav",
|
| 305 |
+
"jpn",
|
| 306 |
+
"kab",
|
| 307 |
+
"kan",
|
| 308 |
+
"kik",
|
| 309 |
+
"kor",
|
| 310 |
+
"lat",
|
| 311 |
+
"lij",
|
| 312 |
+
"lin",
|
| 313 |
+
"ltg",
|
| 314 |
+
"lug",
|
| 315 |
+
"lvs",
|
| 316 |
+
"mal",
|
| 317 |
+
"mar",
|
| 318 |
+
"nld",
|
| 319 |
+
"nso",
|
| 320 |
+
"nyn",
|
| 321 |
+
"oci",
|
| 322 |
+
"ory",
|
| 323 |
+
"pan",
|
| 324 |
+
"pcm",
|
| 325 |
+
"plt",
|
| 326 |
+
"pol",
|
| 327 |
+
"por",
|
| 328 |
+
"rcf",
|
| 329 |
+
"rus",
|
| 330 |
+
"san",
|
| 331 |
+
"sna",
|
| 332 |
+
"sot",
|
| 333 |
+
"spa",
|
| 334 |
+
"swh",
|
| 335 |
+
"tam",
|
| 336 |
+
"tat",
|
| 337 |
+
"tel",
|
| 338 |
+
"tha",
|
| 339 |
+
"tuk",
|
| 340 |
+
"tur",
|
| 341 |
+
"ukr",
|
| 342 |
+
"urd",
|
| 343 |
+
"uzn",
|
| 344 |
+
"uzs",
|
| 345 |
+
"vec",
|
| 346 |
+
"vie",
|
| 347 |
+
"wuu",
|
| 348 |
+
"xho",
|
| 349 |
+
"yor",
|
| 350 |
+
"yue",
|
| 351 |
+
"zsm",
|
| 352 |
+
"zul"
|
| 353 |
+
]
|
| 354 |
+
}
|