add readme
Browse files
README.md
ADDED
@@ -0,0 +1,1788 @@
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|
|
1 |
+
---
|
2 |
+
configs:
|
3 |
+
- config_name: "ab"
|
4 |
+
data_files:
|
5 |
+
- split: train
|
6 |
+
path: ab/*
|
7 |
+
- config_name: "ace"
|
8 |
+
data_files:
|
9 |
+
- split: train
|
10 |
+
path: ace/*
|
11 |
+
- config_name: "ady"
|
12 |
+
data_files:
|
13 |
+
- split: train
|
14 |
+
path: ady/*
|
15 |
+
- config_name: "af"
|
16 |
+
data_files:
|
17 |
+
- split: train
|
18 |
+
path: af/*
|
19 |
+
- config_name: "als"
|
20 |
+
data_files:
|
21 |
+
- split: train
|
22 |
+
path: als/*
|
23 |
+
- config_name: "alt"
|
24 |
+
data_files:
|
25 |
+
- split: train
|
26 |
+
path: alt/*
|
27 |
+
- config_name: "am"
|
28 |
+
data_files:
|
29 |
+
- split: train
|
30 |
+
path: am/*
|
31 |
+
- config_name: "ami"
|
32 |
+
data_files:
|
33 |
+
- split: train
|
34 |
+
path: ami/*
|
35 |
+
- config_name: "an"
|
36 |
+
data_files:
|
37 |
+
- split: train
|
38 |
+
path: an/*
|
39 |
+
- config_name: "ang"
|
40 |
+
data_files:
|
41 |
+
- split: train
|
42 |
+
path: ang/*
|
43 |
+
- config_name: "anp"
|
44 |
+
data_files:
|
45 |
+
- split: train
|
46 |
+
path: anp/*
|
47 |
+
- config_name: "ar"
|
48 |
+
data_files:
|
49 |
+
- split: train
|
50 |
+
path: ar/*
|
51 |
+
- config_name: "arc"
|
52 |
+
data_files:
|
53 |
+
- split: train
|
54 |
+
path: arc/*
|
55 |
+
- config_name: "ary"
|
56 |
+
data_files:
|
57 |
+
- split: train
|
58 |
+
path: ary/*
|
59 |
+
- config_name: "arz"
|
60 |
+
data_files:
|
61 |
+
- split: train
|
62 |
+
path: arz/*
|
63 |
+
- config_name: "as"
|
64 |
+
data_files:
|
65 |
+
- split: train
|
66 |
+
path: as/*
|
67 |
+
- config_name: "ast"
|
68 |
+
data_files:
|
69 |
+
- split: train
|
70 |
+
path: ast/*
|
71 |
+
- config_name: "atj"
|
72 |
+
data_files:
|
73 |
+
- split: train
|
74 |
+
path: atj/*
|
75 |
+
- config_name: "av"
|
76 |
+
data_files:
|
77 |
+
- split: train
|
78 |
+
path: av/*
|
79 |
+
- config_name: "avk"
|
80 |
+
data_files:
|
81 |
+
- split: train
|
82 |
+
path: avk/*
|
83 |
+
- config_name: "awa"
|
84 |
+
data_files:
|
85 |
+
- split: train
|
86 |
+
path: awa/*
|
87 |
+
- config_name: "ay"
|
88 |
+
data_files:
|
89 |
+
- split: train
|
90 |
+
path: ay/*
|
91 |
+
- config_name: "az"
|
92 |
+
data_files:
|
93 |
+
- split: train
|
94 |
+
path: az/*
|
95 |
+
- config_name: "azb"
|
96 |
+
data_files:
|
97 |
+
- split: train
|
98 |
+
path: azb/*
|
99 |
+
- config_name: "ba"
|
100 |
+
data_files:
|
101 |
+
- split: train
|
102 |
+
path: ba/*
|
103 |
+
- config_name: "ban"
|
104 |
+
data_files:
|
105 |
+
- split: train
|
106 |
+
path: ban/*
|
107 |
+
- config_name: "bar"
|
108 |
+
data_files:
|
109 |
+
- split: train
|
110 |
+
path: bar/*
|
111 |
+
- config_name: "bat-smg"
|
112 |
+
data_files:
|
113 |
+
- split: train
|
114 |
+
path: bat-smg/*
|
115 |
+
- config_name: "bcl"
|
116 |
+
data_files:
|
117 |
+
- split: train
|
118 |
+
path: bcl/*
|
119 |
+
- config_name: "be"
|
120 |
+
data_files:
|
121 |
+
- split: train
|
122 |
+
path: be/*
|
123 |
+
- config_name: "be-x-old"
|
124 |
+
data_files:
|
125 |
+
- split: train
|
126 |
+
path: be-x-old/*
|
127 |
+
- config_name: "bg"
|
128 |
+
data_files:
|
129 |
+
- split: train
|
130 |
+
path: bg/*
|
131 |
+
- config_name: "bh"
|
132 |
+
data_files:
|
133 |
+
- split: train
|
134 |
+
path: bh/*
|
135 |
+
- config_name: "bi"
|
136 |
+
data_files:
|
137 |
+
- split: train
|
138 |
+
path: bi/*
|
139 |
+
- config_name: "bjn"
|
140 |
+
data_files:
|
141 |
+
- split: train
|
142 |
+
path: bjn/*
|
143 |
+
- config_name: "blk"
|
144 |
+
data_files:
|
145 |
+
- split: train
|
146 |
+
path: blk/*
|
147 |
+
- config_name: "bm"
|
148 |
+
data_files:
|
149 |
+
- split: train
|
150 |
+
path: bm/*
|
151 |
+
- config_name: "bn"
|
152 |
+
data_files:
|
153 |
+
- split: train
|
154 |
+
path: bn/*
|
155 |
+
- config_name: "bo"
|
156 |
+
data_files:
|
157 |
+
- split: train
|
158 |
+
path: bo/*
|
159 |
+
- config_name: "bpy"
|
160 |
+
data_files:
|
161 |
+
- split: train
|
162 |
+
path: bpy/*
|
163 |
+
- config_name: "br"
|
164 |
+
data_files:
|
165 |
+
- split: train
|
166 |
+
path: br/*
|
167 |
+
- config_name: "bs"
|
168 |
+
data_files:
|
169 |
+
- split: train
|
170 |
+
path: bs/*
|
171 |
+
- config_name: "bug"
|
172 |
+
data_files:
|
173 |
+
- split: train
|
174 |
+
path: bug/*
|
175 |
+
- config_name: "bxr"
|
176 |
+
data_files:
|
177 |
+
- split: train
|
178 |
+
path: bxr/*
|
179 |
+
- config_name: "ca"
|
180 |
+
data_files:
|
181 |
+
- split: train
|
182 |
+
path: ca/*
|
183 |
+
- config_name: "cbk-zam"
|
184 |
+
data_files:
|
185 |
+
- split: train
|
186 |
+
path: cbk-zam/*
|
187 |
+
- config_name: "cdo"
|
188 |
+
data_files:
|
189 |
+
- split: train
|
190 |
+
path: cdo/*
|
191 |
+
- config_name: "ce"
|
192 |
+
data_files:
|
193 |
+
- split: train
|
194 |
+
path: ce/*
|
195 |
+
- config_name: "ceb"
|
196 |
+
data_files:
|
197 |
+
- split: train
|
198 |
+
path: ceb/*
|
199 |
+
- config_name: "ch"
|
200 |
+
data_files:
|
201 |
+
- split: train
|
202 |
+
path: ch/*
|
203 |
+
- config_name: "chr"
|
204 |
+
data_files:
|
205 |
+
- split: train
|
206 |
+
path: chr/*
|
207 |
+
- config_name: "chy"
|
208 |
+
data_files:
|
209 |
+
- split: train
|
210 |
+
path: chy/*
|
211 |
+
- config_name: "ckb"
|
212 |
+
data_files:
|
213 |
+
- split: train
|
214 |
+
path: ckb/*
|
215 |
+
- config_name: "co"
|
216 |
+
data_files:
|
217 |
+
- split: train
|
218 |
+
path: co/*
|
219 |
+
- config_name: "cr"
|
220 |
+
data_files:
|
221 |
+
- split: train
|
222 |
+
path: cr/*
|
223 |
+
- config_name: "crh"
|
224 |
+
data_files:
|
225 |
+
- split: train
|
226 |
+
path: crh/*
|
227 |
+
- config_name: "cs"
|
228 |
+
data_files:
|
229 |
+
- split: train
|
230 |
+
path: cs/*
|
231 |
+
- config_name: "csb"
|
232 |
+
data_files:
|
233 |
+
- split: train
|
234 |
+
path: csb/*
|
235 |
+
- config_name: "cu"
|
236 |
+
data_files:
|
237 |
+
- split: train
|
238 |
+
path: cu/*
|
239 |
+
- config_name: "cv"
|
240 |
+
data_files:
|
241 |
+
- split: train
|
242 |
+
path: cv/*
|
243 |
+
- config_name: "cy"
|
244 |
+
data_files:
|
245 |
+
- split: train
|
246 |
+
path: cy/*
|
247 |
+
- config_name: "da"
|
248 |
+
data_files:
|
249 |
+
- split: train
|
250 |
+
path: da/*
|
251 |
+
- config_name: "dag"
|
252 |
+
data_files:
|
253 |
+
- split: train
|
254 |
+
path: dag/*
|
255 |
+
- config_name: "de"
|
256 |
+
data_files:
|
257 |
+
- split: train
|
258 |
+
path: de/*
|
259 |
+
- config_name: "din"
|
260 |
+
data_files:
|
261 |
+
- split: train
|
262 |
+
path: din/*
|
263 |
+
- config_name: "diq"
|
264 |
+
data_files:
|
265 |
+
- split: train
|
266 |
+
path: diq/*
|
267 |
+
- config_name: "dsb"
|
268 |
+
data_files:
|
269 |
+
- split: train
|
270 |
+
path: dsb/*
|
271 |
+
- config_name: "dty"
|
272 |
+
data_files:
|
273 |
+
- split: train
|
274 |
+
path: dty/*
|
275 |
+
- config_name: "dv"
|
276 |
+
data_files:
|
277 |
+
- split: train
|
278 |
+
path: dv/*
|
279 |
+
- config_name: "dz"
|
280 |
+
data_files:
|
281 |
+
- split: train
|
282 |
+
path: dz/*
|
283 |
+
- config_name: "ee"
|
284 |
+
data_files:
|
285 |
+
- split: train
|
286 |
+
path: ee/*
|
287 |
+
- config_name: "el"
|
288 |
+
data_files:
|
289 |
+
- split: train
|
290 |
+
path: el/*
|
291 |
+
- config_name: "eml"
|
292 |
+
data_files:
|
293 |
+
- split: train
|
294 |
+
path: eml/*
|
295 |
+
- config_name: "en"
|
296 |
+
data_files:
|
297 |
+
- split: train
|
298 |
+
path: en/*
|
299 |
+
- config_name: "eo"
|
300 |
+
data_files:
|
301 |
+
- split: train
|
302 |
+
path: eo/*
|
303 |
+
- config_name: "es"
|
304 |
+
data_files:
|
305 |
+
- split: train
|
306 |
+
path: es/*
|
307 |
+
- config_name: "et"
|
308 |
+
data_files:
|
309 |
+
- split: train
|
310 |
+
path: et/*
|
311 |
+
- config_name: "eu"
|
312 |
+
data_files:
|
313 |
+
- split: train
|
314 |
+
path: eu/*
|
315 |
+
- config_name: "ext"
|
316 |
+
data_files:
|
317 |
+
- split: train
|
318 |
+
path: ext/*
|
319 |
+
- config_name: "fa"
|
320 |
+
data_files:
|
321 |
+
- split: train
|
322 |
+
path: fa/*
|
323 |
+
- config_name: "fat"
|
324 |
+
data_files:
|
325 |
+
- split: train
|
326 |
+
path: fat/*
|
327 |
+
- config_name: "ff"
|
328 |
+
data_files:
|
329 |
+
- split: train
|
330 |
+
path: ff/*
|
331 |
+
- config_name: "fi"
|
332 |
+
data_files:
|
333 |
+
- split: train
|
334 |
+
path: fi/*
|
335 |
+
- config_name: "fiu-vro"
|
336 |
+
data_files:
|
337 |
+
- split: train
|
338 |
+
path: fiu-vro/*
|
339 |
+
- config_name: "fj"
|
340 |
+
data_files:
|
341 |
+
- split: train
|
342 |
+
path: fj/*
|
343 |
+
- config_name: "fo"
|
344 |
+
data_files:
|
345 |
+
- split: train
|
346 |
+
path: fo/*
|
347 |
+
- config_name: "fon"
|
348 |
+
data_files:
|
349 |
+
- split: train
|
350 |
+
path: fon/*
|
351 |
+
- config_name: "fr"
|
352 |
+
data_files:
|
353 |
+
- split: train
|
354 |
+
path: fr/*
|
355 |
+
- config_name: "frp"
|
356 |
+
data_files:
|
357 |
+
- split: train
|
358 |
+
path: frp/*
|
359 |
+
- config_name: "frr"
|
360 |
+
data_files:
|
361 |
+
- split: train
|
362 |
+
path: frr/*
|
363 |
+
- config_name: "fur"
|
364 |
+
data_files:
|
365 |
+
- split: train
|
366 |
+
path: fur/*
|
367 |
+
- config_name: "fy"
|
368 |
+
data_files:
|
369 |
+
- split: train
|
370 |
+
path: fy/*
|
371 |
+
- config_name: "ga"
|
372 |
+
data_files:
|
373 |
+
- split: train
|
374 |
+
path: ga/*
|
375 |
+
- config_name: "gag"
|
376 |
+
data_files:
|
377 |
+
- split: train
|
378 |
+
path: gag/*
|
379 |
+
- config_name: "gan"
|
380 |
+
data_files:
|
381 |
+
- split: train
|
382 |
+
path: gan/*
|
383 |
+
- config_name: "gcr"
|
384 |
+
data_files:
|
385 |
+
- split: train
|
386 |
+
path: gcr/*
|
387 |
+
- config_name: "gd"
|
388 |
+
data_files:
|
389 |
+
- split: train
|
390 |
+
path: gd/*
|
391 |
+
- config_name: "gl"
|
392 |
+
data_files:
|
393 |
+
- split: train
|
394 |
+
path: gl/*
|
395 |
+
- config_name: "glk"
|
396 |
+
data_files:
|
397 |
+
- split: train
|
398 |
+
path: glk/*
|
399 |
+
- config_name: "gn"
|
400 |
+
data_files:
|
401 |
+
- split: train
|
402 |
+
path: gn/*
|
403 |
+
- config_name: "gom"
|
404 |
+
data_files:
|
405 |
+
- split: train
|
406 |
+
path: gom/*
|
407 |
+
- config_name: "gor"
|
408 |
+
data_files:
|
409 |
+
- split: train
|
410 |
+
path: gor/*
|
411 |
+
- config_name: "got"
|
412 |
+
data_files:
|
413 |
+
- split: train
|
414 |
+
path: got/*
|
415 |
+
- config_name: "gpe"
|
416 |
+
data_files:
|
417 |
+
- split: train
|
418 |
+
path: gpe/*
|
419 |
+
- config_name: "gu"
|
420 |
+
data_files:
|
421 |
+
- split: train
|
422 |
+
path: gu/*
|
423 |
+
- config_name: "guc"
|
424 |
+
data_files:
|
425 |
+
- split: train
|
426 |
+
path: guc/*
|
427 |
+
- config_name: "gur"
|
428 |
+
data_files:
|
429 |
+
- split: train
|
430 |
+
path: gur/*
|
431 |
+
- config_name: "guw"
|
432 |
+
data_files:
|
433 |
+
- split: train
|
434 |
+
path: guw/*
|
435 |
+
- config_name: "gv"
|
436 |
+
data_files:
|
437 |
+
- split: train
|
438 |
+
path: gv/*
|
439 |
+
- config_name: "ha"
|
440 |
+
data_files:
|
441 |
+
- split: train
|
442 |
+
path: ha/*
|
443 |
+
- config_name: "hak"
|
444 |
+
data_files:
|
445 |
+
- split: train
|
446 |
+
path: hak/*
|
447 |
+
- config_name: "haw"
|
448 |
+
data_files:
|
449 |
+
- split: train
|
450 |
+
path: haw/*
|
451 |
+
- config_name: "he"
|
452 |
+
data_files:
|
453 |
+
- split: train
|
454 |
+
path: he/*
|
455 |
+
- config_name: "hi"
|
456 |
+
data_files:
|
457 |
+
- split: train
|
458 |
+
path: hi/*
|
459 |
+
- config_name: "hif"
|
460 |
+
data_files:
|
461 |
+
- split: train
|
462 |
+
path: hif/*
|
463 |
+
- config_name: "hr"
|
464 |
+
data_files:
|
465 |
+
- split: train
|
466 |
+
path: hr/*
|
467 |
+
- config_name: "hsb"
|
468 |
+
data_files:
|
469 |
+
- split: train
|
470 |
+
path: hsb/*
|
471 |
+
- config_name: "ht"
|
472 |
+
data_files:
|
473 |
+
- split: train
|
474 |
+
path: ht/*
|
475 |
+
- config_name: "hu"
|
476 |
+
data_files:
|
477 |
+
- split: train
|
478 |
+
path: hu/*
|
479 |
+
- config_name: "hy"
|
480 |
+
data_files:
|
481 |
+
- split: train
|
482 |
+
path: hy/*
|
483 |
+
- config_name: "hyw"
|
484 |
+
data_files:
|
485 |
+
- split: train
|
486 |
+
path: hyw/*
|
487 |
+
- config_name: "ia"
|
488 |
+
data_files:
|
489 |
+
- split: train
|
490 |
+
path: ia/*
|
491 |
+
- config_name: "id"
|
492 |
+
data_files:
|
493 |
+
- split: train
|
494 |
+
path: id/*
|
495 |
+
- config_name: "ie"
|
496 |
+
data_files:
|
497 |
+
- split: train
|
498 |
+
path: ie/*
|
499 |
+
- config_name: "ig"
|
500 |
+
data_files:
|
501 |
+
- split: train
|
502 |
+
path: ig/*
|
503 |
+
- config_name: "ik"
|
504 |
+
data_files:
|
505 |
+
- split: train
|
506 |
+
path: ik/*
|
507 |
+
- config_name: "ilo"
|
508 |
+
data_files:
|
509 |
+
- split: train
|
510 |
+
path: ilo/*
|
511 |
+
- config_name: "inh"
|
512 |
+
data_files:
|
513 |
+
- split: train
|
514 |
+
path: inh/*
|
515 |
+
- config_name: "io"
|
516 |
+
data_files:
|
517 |
+
- split: train
|
518 |
+
path: io/*
|
519 |
+
- config_name: "is"
|
520 |
+
data_files:
|
521 |
+
- split: train
|
522 |
+
path: is/*
|
523 |
+
- config_name: "it"
|
524 |
+
data_files:
|
525 |
+
- split: train
|
526 |
+
path: it/*
|
527 |
+
- config_name: "iu"
|
528 |
+
data_files:
|
529 |
+
- split: train
|
530 |
+
path: iu/*
|
531 |
+
- config_name: "ja"
|
532 |
+
data_files:
|
533 |
+
- split: train
|
534 |
+
path: ja/*
|
535 |
+
- config_name: "jam"
|
536 |
+
data_files:
|
537 |
+
- split: train
|
538 |
+
path: jam/*
|
539 |
+
- config_name: "jbo"
|
540 |
+
data_files:
|
541 |
+
- split: train
|
542 |
+
path: jbo/*
|
543 |
+
- config_name: "jv"
|
544 |
+
data_files:
|
545 |
+
- split: train
|
546 |
+
path: jv/*
|
547 |
+
- config_name: "ka"
|
548 |
+
data_files:
|
549 |
+
- split: train
|
550 |
+
path: ka/*
|
551 |
+
- config_name: "kaa"
|
552 |
+
data_files:
|
553 |
+
- split: train
|
554 |
+
path: kaa/*
|
555 |
+
- config_name: "kab"
|
556 |
+
data_files:
|
557 |
+
- split: train
|
558 |
+
path: kab/*
|
559 |
+
- config_name: "kbd"
|
560 |
+
data_files:
|
561 |
+
- split: train
|
562 |
+
path: kbd/*
|
563 |
+
- config_name: "kbp"
|
564 |
+
data_files:
|
565 |
+
- split: train
|
566 |
+
path: kbp/*
|
567 |
+
- config_name: "kcg"
|
568 |
+
data_files:
|
569 |
+
- split: train
|
570 |
+
path: kcg/*
|
571 |
+
- config_name: "kg"
|
572 |
+
data_files:
|
573 |
+
- split: train
|
574 |
+
path: kg/*
|
575 |
+
- config_name: "ki"
|
576 |
+
data_files:
|
577 |
+
- split: train
|
578 |
+
path: ki/*
|
579 |
+
- config_name: "kk"
|
580 |
+
data_files:
|
581 |
+
- split: train
|
582 |
+
path: kk/*
|
583 |
+
- config_name: "kl"
|
584 |
+
data_files:
|
585 |
+
- split: train
|
586 |
+
path: kl/*
|
587 |
+
- config_name: "km"
|
588 |
+
data_files:
|
589 |
+
- split: train
|
590 |
+
path: km/*
|
591 |
+
- config_name: "kn"
|
592 |
+
data_files:
|
593 |
+
- split: train
|
594 |
+
path: kn/*
|
595 |
+
- config_name: "ko"
|
596 |
+
data_files:
|
597 |
+
- split: train
|
598 |
+
path: ko/*
|
599 |
+
- config_name: "koi"
|
600 |
+
data_files:
|
601 |
+
- split: train
|
602 |
+
path: koi/*
|
603 |
+
- config_name: "krc"
|
604 |
+
data_files:
|
605 |
+
- split: train
|
606 |
+
path: krc/*
|
607 |
+
- config_name: "ks"
|
608 |
+
data_files:
|
609 |
+
- split: train
|
610 |
+
path: ks/*
|
611 |
+
- config_name: "ksh"
|
612 |
+
data_files:
|
613 |
+
- split: train
|
614 |
+
path: ksh/*
|
615 |
+
- config_name: "ku"
|
616 |
+
data_files:
|
617 |
+
- split: train
|
618 |
+
path: ku/*
|
619 |
+
- config_name: "kv"
|
620 |
+
data_files:
|
621 |
+
- split: train
|
622 |
+
path: kv/*
|
623 |
+
- config_name: "kw"
|
624 |
+
data_files:
|
625 |
+
- split: train
|
626 |
+
path: kw/*
|
627 |
+
- config_name: "ky"
|
628 |
+
data_files:
|
629 |
+
- split: train
|
630 |
+
path: ky/*
|
631 |
+
- config_name: "la"
|
632 |
+
data_files:
|
633 |
+
- split: train
|
634 |
+
path: la/*
|
635 |
+
- config_name: "lad"
|
636 |
+
data_files:
|
637 |
+
- split: train
|
638 |
+
path: lad/*
|
639 |
+
- config_name: "lb"
|
640 |
+
data_files:
|
641 |
+
- split: train
|
642 |
+
path: lb/*
|
643 |
+
- config_name: "lbe"
|
644 |
+
data_files:
|
645 |
+
- split: train
|
646 |
+
path: lbe/*
|
647 |
+
- config_name: "lez"
|
648 |
+
data_files:
|
649 |
+
- split: train
|
650 |
+
path: lez/*
|
651 |
+
- config_name: "lfn"
|
652 |
+
data_files:
|
653 |
+
- split: train
|
654 |
+
path: lfn/*
|
655 |
+
- config_name: "lg"
|
656 |
+
data_files:
|
657 |
+
- split: train
|
658 |
+
path: lg/*
|
659 |
+
- config_name: "li"
|
660 |
+
data_files:
|
661 |
+
- split: train
|
662 |
+
path: li/*
|
663 |
+
- config_name: "lij"
|
664 |
+
data_files:
|
665 |
+
- split: train
|
666 |
+
path: lij/*
|
667 |
+
- config_name: "lld"
|
668 |
+
data_files:
|
669 |
+
- split: train
|
670 |
+
path: lld/*
|
671 |
+
- config_name: "lmo"
|
672 |
+
data_files:
|
673 |
+
- split: train
|
674 |
+
path: lmo/*
|
675 |
+
- config_name: "ln"
|
676 |
+
data_files:
|
677 |
+
- split: train
|
678 |
+
path: ln/*
|
679 |
+
- config_name: "lo"
|
680 |
+
data_files:
|
681 |
+
- split: train
|
682 |
+
path: lo/*
|
683 |
+
- config_name: "lt"
|
684 |
+
data_files:
|
685 |
+
- split: train
|
686 |
+
path: lt/*
|
687 |
+
- config_name: "ltg"
|
688 |
+
data_files:
|
689 |
+
- split: train
|
690 |
+
path: ltg/*
|
691 |
+
- config_name: "lv"
|
692 |
+
data_files:
|
693 |
+
- split: train
|
694 |
+
path: lv/*
|
695 |
+
- config_name: "mad"
|
696 |
+
data_files:
|
697 |
+
- split: train
|
698 |
+
path: mad/*
|
699 |
+
- config_name: "mai"
|
700 |
+
data_files:
|
701 |
+
- split: train
|
702 |
+
path: mai/*
|
703 |
+
- config_name: "map-bms"
|
704 |
+
data_files:
|
705 |
+
- split: train
|
706 |
+
path: map-bms/*
|
707 |
+
- config_name: "mdf"
|
708 |
+
data_files:
|
709 |
+
- split: train
|
710 |
+
path: mdf/*
|
711 |
+
- config_name: "mg"
|
712 |
+
data_files:
|
713 |
+
- split: train
|
714 |
+
path: mg/*
|
715 |
+
- config_name: "mhr"
|
716 |
+
data_files:
|
717 |
+
- split: train
|
718 |
+
path: mhr/*
|
719 |
+
- config_name: "mi"
|
720 |
+
data_files:
|
721 |
+
- split: train
|
722 |
+
path: mi/*
|
723 |
+
- config_name: "min"
|
724 |
+
data_files:
|
725 |
+
- split: train
|
726 |
+
path: min/*
|
727 |
+
- config_name: "mk"
|
728 |
+
data_files:
|
729 |
+
- split: train
|
730 |
+
path: mk/*
|
731 |
+
- config_name: "ml"
|
732 |
+
data_files:
|
733 |
+
- split: train
|
734 |
+
path: ml/*
|
735 |
+
- config_name: "mn"
|
736 |
+
data_files:
|
737 |
+
- split: train
|
738 |
+
path: mn/*
|
739 |
+
- config_name: "mni"
|
740 |
+
data_files:
|
741 |
+
- split: train
|
742 |
+
path: mni/*
|
743 |
+
- config_name: "mnw"
|
744 |
+
data_files:
|
745 |
+
- split: train
|
746 |
+
path: mnw/*
|
747 |
+
- config_name: "mr"
|
748 |
+
data_files:
|
749 |
+
- split: train
|
750 |
+
path: mr/*
|
751 |
+
- config_name: "mrj"
|
752 |
+
data_files:
|
753 |
+
- split: train
|
754 |
+
path: mrj/*
|
755 |
+
- config_name: "ms"
|
756 |
+
data_files:
|
757 |
+
- split: train
|
758 |
+
path: ms/*
|
759 |
+
- config_name: "mt"
|
760 |
+
data_files:
|
761 |
+
- split: train
|
762 |
+
path: mt/*
|
763 |
+
- config_name: "mwl"
|
764 |
+
data_files:
|
765 |
+
- split: train
|
766 |
+
path: mwl/*
|
767 |
+
- config_name: "my"
|
768 |
+
data_files:
|
769 |
+
- split: train
|
770 |
+
path: my/*
|
771 |
+
- config_name: "myv"
|
772 |
+
data_files:
|
773 |
+
- split: train
|
774 |
+
path: myv/*
|
775 |
+
- config_name: "mzn"
|
776 |
+
data_files:
|
777 |
+
- split: train
|
778 |
+
path: mzn/*
|
779 |
+
- config_name: "nah"
|
780 |
+
data_files:
|
781 |
+
- split: train
|
782 |
+
path: nah/*
|
783 |
+
- config_name: "nap"
|
784 |
+
data_files:
|
785 |
+
- split: train
|
786 |
+
path: nap/*
|
787 |
+
- config_name: "nds"
|
788 |
+
data_files:
|
789 |
+
- split: train
|
790 |
+
path: nds/*
|
791 |
+
- config_name: "nds-nl"
|
792 |
+
data_files:
|
793 |
+
- split: train
|
794 |
+
path: nds-nl/*
|
795 |
+
- config_name: "ne"
|
796 |
+
data_files:
|
797 |
+
- split: train
|
798 |
+
path: ne/*
|
799 |
+
- config_name: "new"
|
800 |
+
data_files:
|
801 |
+
- split: train
|
802 |
+
path: new/*
|
803 |
+
- config_name: "nia"
|
804 |
+
data_files:
|
805 |
+
- split: train
|
806 |
+
path: nia/*
|
807 |
+
- config_name: "nl"
|
808 |
+
data_files:
|
809 |
+
- split: train
|
810 |
+
path: nl/*
|
811 |
+
- config_name: "nn"
|
812 |
+
data_files:
|
813 |
+
- split: train
|
814 |
+
path: nn/*
|
815 |
+
- config_name: "no"
|
816 |
+
data_files:
|
817 |
+
- split: train
|
818 |
+
path: no/*
|
819 |
+
- config_name: "nov"
|
820 |
+
data_files:
|
821 |
+
- split: train
|
822 |
+
path: nov/*
|
823 |
+
- config_name: "nqo"
|
824 |
+
data_files:
|
825 |
+
- split: train
|
826 |
+
path: nqo/*
|
827 |
+
- config_name: "nrm"
|
828 |
+
data_files:
|
829 |
+
- split: train
|
830 |
+
path: nrm/*
|
831 |
+
- config_name: "nso"
|
832 |
+
data_files:
|
833 |
+
- split: train
|
834 |
+
path: nso/*
|
835 |
+
- config_name: "nv"
|
836 |
+
data_files:
|
837 |
+
- split: train
|
838 |
+
path: nv/*
|
839 |
+
- config_name: "ny"
|
840 |
+
data_files:
|
841 |
+
- split: train
|
842 |
+
path: ny/*
|
843 |
+
- config_name: "oc"
|
844 |
+
data_files:
|
845 |
+
- split: train
|
846 |
+
path: oc/*
|
847 |
+
- config_name: "olo"
|
848 |
+
data_files:
|
849 |
+
- split: train
|
850 |
+
path: olo/*
|
851 |
+
- config_name: "om"
|
852 |
+
data_files:
|
853 |
+
- split: train
|
854 |
+
path: om/*
|
855 |
+
- config_name: "or"
|
856 |
+
data_files:
|
857 |
+
- split: train
|
858 |
+
path: or/*
|
859 |
+
- config_name: "os"
|
860 |
+
data_files:
|
861 |
+
- split: train
|
862 |
+
path: os/*
|
863 |
+
- config_name: "pa"
|
864 |
+
data_files:
|
865 |
+
- split: train
|
866 |
+
path: pa/*
|
867 |
+
- config_name: "pag"
|
868 |
+
data_files:
|
869 |
+
- split: train
|
870 |
+
path: pag/*
|
871 |
+
- config_name: "pam"
|
872 |
+
data_files:
|
873 |
+
- split: train
|
874 |
+
path: pam/*
|
875 |
+
- config_name: "pap"
|
876 |
+
data_files:
|
877 |
+
- split: train
|
878 |
+
path: pap/*
|
879 |
+
- config_name: "pcd"
|
880 |
+
data_files:
|
881 |
+
- split: train
|
882 |
+
path: pcd/*
|
883 |
+
- config_name: "pcm"
|
884 |
+
data_files:
|
885 |
+
- split: train
|
886 |
+
path: pcm/*
|
887 |
+
- config_name: "pdc"
|
888 |
+
data_files:
|
889 |
+
- split: train
|
890 |
+
path: pdc/*
|
891 |
+
- config_name: "pfl"
|
892 |
+
data_files:
|
893 |
+
- split: train
|
894 |
+
path: pfl/*
|
895 |
+
- config_name: "pi"
|
896 |
+
data_files:
|
897 |
+
- split: train
|
898 |
+
path: pi/*
|
899 |
+
- config_name: "pih"
|
900 |
+
data_files:
|
901 |
+
- split: train
|
902 |
+
path: pih/*
|
903 |
+
- config_name: "pl"
|
904 |
+
data_files:
|
905 |
+
- split: train
|
906 |
+
path: pl/*
|
907 |
+
- config_name: "pms"
|
908 |
+
data_files:
|
909 |
+
- split: train
|
910 |
+
path: pms/*
|
911 |
+
- config_name: "pnb"
|
912 |
+
data_files:
|
913 |
+
- split: train
|
914 |
+
path: pnb/*
|
915 |
+
- config_name: "pnt"
|
916 |
+
data_files:
|
917 |
+
- split: train
|
918 |
+
path: pnt/*
|
919 |
+
- config_name: "ps"
|
920 |
+
data_files:
|
921 |
+
- split: train
|
922 |
+
path: ps/*
|
923 |
+
- config_name: "pt"
|
924 |
+
data_files:
|
925 |
+
- split: train
|
926 |
+
path: pt/*
|
927 |
+
- config_name: "pwn"
|
928 |
+
data_files:
|
929 |
+
- split: train
|
930 |
+
path: pwn/*
|
931 |
+
- config_name: "qu"
|
932 |
+
data_files:
|
933 |
+
- split: train
|
934 |
+
path: qu/*
|
935 |
+
- config_name: "rm"
|
936 |
+
data_files:
|
937 |
+
- split: train
|
938 |
+
path: rm/*
|
939 |
+
- config_name: "rmy"
|
940 |
+
data_files:
|
941 |
+
- split: train
|
942 |
+
path: rmy/*
|
943 |
+
- config_name: "rn"
|
944 |
+
data_files:
|
945 |
+
- split: train
|
946 |
+
path: rn/*
|
947 |
+
- config_name: "ro"
|
948 |
+
data_files:
|
949 |
+
- split: train
|
950 |
+
path: ro/*
|
951 |
+
- config_name: "roa-rup"
|
952 |
+
data_files:
|
953 |
+
- split: train
|
954 |
+
path: roa-rup/*
|
955 |
+
- config_name: "roa-tara"
|
956 |
+
data_files:
|
957 |
+
- split: train
|
958 |
+
path: roa-tara/*
|
959 |
+
- config_name: "ru"
|
960 |
+
data_files:
|
961 |
+
- split: train
|
962 |
+
path: ru/*
|
963 |
+
- config_name: "rue"
|
964 |
+
data_files:
|
965 |
+
- split: train
|
966 |
+
path: rue/*
|
967 |
+
- config_name: "rw"
|
968 |
+
data_files:
|
969 |
+
- split: train
|
970 |
+
path: rw/*
|
971 |
+
- config_name: "sa"
|
972 |
+
data_files:
|
973 |
+
- split: train
|
974 |
+
path: sa/*
|
975 |
+
- config_name: "sah"
|
976 |
+
data_files:
|
977 |
+
- split: train
|
978 |
+
path: sah/*
|
979 |
+
- config_name: "sat"
|
980 |
+
data_files:
|
981 |
+
- split: train
|
982 |
+
path: sat/*
|
983 |
+
- config_name: "sc"
|
984 |
+
data_files:
|
985 |
+
- split: train
|
986 |
+
path: sc/*
|
987 |
+
- config_name: "scn"
|
988 |
+
data_files:
|
989 |
+
- split: train
|
990 |
+
path: scn/*
|
991 |
+
- config_name: "sco"
|
992 |
+
data_files:
|
993 |
+
- split: train
|
994 |
+
path: sco/*
|
995 |
+
- config_name: "sd"
|
996 |
+
data_files:
|
997 |
+
- split: train
|
998 |
+
path: sd/*
|
999 |
+
- config_name: "se"
|
1000 |
+
data_files:
|
1001 |
+
- split: train
|
1002 |
+
path: se/*
|
1003 |
+
- config_name: "sg"
|
1004 |
+
data_files:
|
1005 |
+
- split: train
|
1006 |
+
path: sg/*
|
1007 |
+
- config_name: "sh"
|
1008 |
+
data_files:
|
1009 |
+
- split: train
|
1010 |
+
path: sh/*
|
1011 |
+
- config_name: "shi"
|
1012 |
+
data_files:
|
1013 |
+
- split: train
|
1014 |
+
path: shi/*
|
1015 |
+
- config_name: "shn"
|
1016 |
+
data_files:
|
1017 |
+
- split: train
|
1018 |
+
path: shn/*
|
1019 |
+
- config_name: "si"
|
1020 |
+
data_files:
|
1021 |
+
- split: train
|
1022 |
+
path: si/*
|
1023 |
+
- config_name: "simple"
|
1024 |
+
data_files:
|
1025 |
+
- split: train
|
1026 |
+
path: simple/*
|
1027 |
+
- config_name: "sk"
|
1028 |
+
data_files:
|
1029 |
+
- split: train
|
1030 |
+
path: sk/*
|
1031 |
+
- config_name: "skr"
|
1032 |
+
data_files:
|
1033 |
+
- split: train
|
1034 |
+
path: skr/*
|
1035 |
+
- config_name: "sl"
|
1036 |
+
data_files:
|
1037 |
+
- split: train
|
1038 |
+
path: sl/*
|
1039 |
+
- config_name: "sm"
|
1040 |
+
data_files:
|
1041 |
+
- split: train
|
1042 |
+
path: sm/*
|
1043 |
+
- config_name: "smn"
|
1044 |
+
data_files:
|
1045 |
+
- split: train
|
1046 |
+
path: smn/*
|
1047 |
+
- config_name: "sn"
|
1048 |
+
data_files:
|
1049 |
+
- split: train
|
1050 |
+
path: sn/*
|
1051 |
+
- config_name: "so"
|
1052 |
+
data_files:
|
1053 |
+
- split: train
|
1054 |
+
path: so/*
|
1055 |
+
- config_name: "sq"
|
1056 |
+
data_files:
|
1057 |
+
- split: train
|
1058 |
+
path: sq/*
|
1059 |
+
- config_name: "sr"
|
1060 |
+
data_files:
|
1061 |
+
- split: train
|
1062 |
+
path: sr/*
|
1063 |
+
- config_name: "srn"
|
1064 |
+
data_files:
|
1065 |
+
- split: train
|
1066 |
+
path: srn/*
|
1067 |
+
- config_name: "ss"
|
1068 |
+
data_files:
|
1069 |
+
- split: train
|
1070 |
+
path: ss/*
|
1071 |
+
- config_name: "st"
|
1072 |
+
data_files:
|
1073 |
+
- split: train
|
1074 |
+
path: st/*
|
1075 |
+
- config_name: "stq"
|
1076 |
+
data_files:
|
1077 |
+
- split: train
|
1078 |
+
path: stq/*
|
1079 |
+
- config_name: "su"
|
1080 |
+
data_files:
|
1081 |
+
- split: train
|
1082 |
+
path: su/*
|
1083 |
+
- config_name: "sv"
|
1084 |
+
data_files:
|
1085 |
+
- split: train
|
1086 |
+
path: sv/*
|
1087 |
+
- config_name: "sw"
|
1088 |
+
data_files:
|
1089 |
+
- split: train
|
1090 |
+
path: sw/*
|
1091 |
+
- config_name: "szl"
|
1092 |
+
data_files:
|
1093 |
+
- split: train
|
1094 |
+
path: szl/*
|
1095 |
+
- config_name: "szy"
|
1096 |
+
data_files:
|
1097 |
+
- split: train
|
1098 |
+
path: szy/*
|
1099 |
+
- config_name: "ta"
|
1100 |
+
data_files:
|
1101 |
+
- split: train
|
1102 |
+
path: ta/*
|
1103 |
+
- config_name: "tay"
|
1104 |
+
data_files:
|
1105 |
+
- split: train
|
1106 |
+
path: tay/*
|
1107 |
+
- config_name: "tcy"
|
1108 |
+
data_files:
|
1109 |
+
- split: train
|
1110 |
+
path: tcy/*
|
1111 |
+
- config_name: "te"
|
1112 |
+
data_files:
|
1113 |
+
- split: train
|
1114 |
+
path: te/*
|
1115 |
+
- config_name: "tet"
|
1116 |
+
data_files:
|
1117 |
+
- split: train
|
1118 |
+
path: tet/*
|
1119 |
+
- config_name: "tg"
|
1120 |
+
data_files:
|
1121 |
+
- split: train
|
1122 |
+
path: tg/*
|
1123 |
+
- config_name: "th"
|
1124 |
+
data_files:
|
1125 |
+
- split: train
|
1126 |
+
path: th/*
|
1127 |
+
- config_name: "ti"
|
1128 |
+
data_files:
|
1129 |
+
- split: train
|
1130 |
+
path: ti/*
|
1131 |
+
- config_name: "tk"
|
1132 |
+
data_files:
|
1133 |
+
- split: train
|
1134 |
+
path: tk/*
|
1135 |
+
- config_name: "tl"
|
1136 |
+
data_files:
|
1137 |
+
- split: train
|
1138 |
+
path: tl/*
|
1139 |
+
- config_name: "tly"
|
1140 |
+
data_files:
|
1141 |
+
- split: train
|
1142 |
+
path: tly/*
|
1143 |
+
- config_name: "tn"
|
1144 |
+
data_files:
|
1145 |
+
- split: train
|
1146 |
+
path: tn/*
|
1147 |
+
- config_name: "to"
|
1148 |
+
data_files:
|
1149 |
+
- split: train
|
1150 |
+
path: to/*
|
1151 |
+
- config_name: "tpi"
|
1152 |
+
data_files:
|
1153 |
+
- split: train
|
1154 |
+
path: tpi/*
|
1155 |
+
- config_name: "tr"
|
1156 |
+
data_files:
|
1157 |
+
- split: train
|
1158 |
+
path: tr/*
|
1159 |
+
- config_name: "trv"
|
1160 |
+
data_files:
|
1161 |
+
- split: train
|
1162 |
+
path: trv/*
|
1163 |
+
- config_name: "ts"
|
1164 |
+
data_files:
|
1165 |
+
- split: train
|
1166 |
+
path: ts/*
|
1167 |
+
- config_name: "tt"
|
1168 |
+
data_files:
|
1169 |
+
- split: train
|
1170 |
+
path: tt/*
|
1171 |
+
- config_name: "tum"
|
1172 |
+
data_files:
|
1173 |
+
- split: train
|
1174 |
+
path: tum/*
|
1175 |
+
- config_name: "tw"
|
1176 |
+
data_files:
|
1177 |
+
- split: train
|
1178 |
+
path: tw/*
|
1179 |
+
- config_name: "ty"
|
1180 |
+
data_files:
|
1181 |
+
- split: train
|
1182 |
+
path: ty/*
|
1183 |
+
- config_name: "tyv"
|
1184 |
+
data_files:
|
1185 |
+
- split: train
|
1186 |
+
path: tyv/*
|
1187 |
+
- config_name: "udm"
|
1188 |
+
data_files:
|
1189 |
+
- split: train
|
1190 |
+
path: udm/*
|
1191 |
+
- config_name: "ug"
|
1192 |
+
data_files:
|
1193 |
+
- split: train
|
1194 |
+
path: ug/*
|
1195 |
+
- config_name: "uk"
|
1196 |
+
data_files:
|
1197 |
+
- split: train
|
1198 |
+
path: uk/*
|
1199 |
+
- config_name: "ur"
|
1200 |
+
data_files:
|
1201 |
+
- split: train
|
1202 |
+
path: ur/*
|
1203 |
+
- config_name: "uz"
|
1204 |
+
data_files:
|
1205 |
+
- split: train
|
1206 |
+
path: uz/*
|
1207 |
+
- config_name: "ve"
|
1208 |
+
data_files:
|
1209 |
+
- split: train
|
1210 |
+
path: ve/*
|
1211 |
+
- config_name: "vec"
|
1212 |
+
data_files:
|
1213 |
+
- split: train
|
1214 |
+
path: vec/*
|
1215 |
+
- config_name: "vep"
|
1216 |
+
data_files:
|
1217 |
+
- split: train
|
1218 |
+
path: vep/*
|
1219 |
+
- config_name: "vi"
|
1220 |
+
data_files:
|
1221 |
+
- split: train
|
1222 |
+
path: vi/*
|
1223 |
+
- config_name: "vls"
|
1224 |
+
data_files:
|
1225 |
+
- split: train
|
1226 |
+
path: vls/*
|
1227 |
+
- config_name: "vo"
|
1228 |
+
data_files:
|
1229 |
+
- split: train
|
1230 |
+
path: vo/*
|
1231 |
+
- config_name: "wa"
|
1232 |
+
data_files:
|
1233 |
+
- split: train
|
1234 |
+
path: wa/*
|
1235 |
+
- config_name: "war"
|
1236 |
+
data_files:
|
1237 |
+
- split: train
|
1238 |
+
path: war/*
|
1239 |
+
- config_name: "wo"
|
1240 |
+
data_files:
|
1241 |
+
- split: train
|
1242 |
+
path: wo/*
|
1243 |
+
- config_name: "wuu"
|
1244 |
+
data_files:
|
1245 |
+
- split: train
|
1246 |
+
path: wuu/*
|
1247 |
+
- config_name: "xal"
|
1248 |
+
data_files:
|
1249 |
+
- split: train
|
1250 |
+
path: xal/*
|
1251 |
+
- config_name: "xh"
|
1252 |
+
data_files:
|
1253 |
+
- split: train
|
1254 |
+
path: xh/*
|
1255 |
+
- config_name: "xmf"
|
1256 |
+
data_files:
|
1257 |
+
- split: train
|
1258 |
+
path: xmf/*
|
1259 |
+
- config_name: "yi"
|
1260 |
+
data_files:
|
1261 |
+
- split: train
|
1262 |
+
path: yi/*
|
1263 |
+
- config_name: "yo"
|
1264 |
+
data_files:
|
1265 |
+
- split: train
|
1266 |
+
path: yo/*
|
1267 |
+
- config_name: "za"
|
1268 |
+
data_files:
|
1269 |
+
- split: train
|
1270 |
+
path: za/*
|
1271 |
+
- config_name: "zea"
|
1272 |
+
data_files:
|
1273 |
+
- split: train
|
1274 |
+
path: zea/*
|
1275 |
+
- config_name: "zh"
|
1276 |
+
data_files:
|
1277 |
+
- split: train
|
1278 |
+
path: zh/*
|
1279 |
+
- config_name: "zh-classical"
|
1280 |
+
data_files:
|
1281 |
+
- split: train
|
1282 |
+
path: zh-classical/*
|
1283 |
+
- config_name: "zh-min-nan"
|
1284 |
+
data_files:
|
1285 |
+
- split: train
|
1286 |
+
path: zh-min-nan/*
|
1287 |
+
- config_name: "zh-yue"
|
1288 |
+
data_files:
|
1289 |
+
- split: train
|
1290 |
+
path: zh-yue/*
|
1291 |
+
- config_name: "zu"
|
1292 |
+
data_files:
|
1293 |
+
- split: train
|
1294 |
+
path: zu/*
|
1295 |
+
---
|
1296 |
+
|
1297 |
+
# Multilingual Embeddings for Wikipedia in 300+ Languages (int8 & binary embeddings)
|
1298 |
+
|
1299 |
+
This dataset contains the [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) dataset dump from 2023-11-01 from Wikipedia in all 300+ languages. The embeddings are provided as **int8** and **ubinary** that allow quick search and reduction of your vector index size up to 32. For more details, see [Cohere int8 & binary Embeddings](https://txt.cohere.com/int8-binary-embeddings/)
|
1300 |
+
|
1301 |
+
![int8_binary_comparison](https://txt.cohere.com/content/images/size/w1000/2024/03/Screenshot-2024-03-15-at-7.41.12-PM.png)
|
1302 |
+
|
1303 |
+
The individual articles have been chunked and embedded with the state-of-the-art multilingual [Cohere Embed V3 embedding model](https://txt.cohere.com/introducing-embed-v3/). This enables an easy way to semantically search across all of Wikipedia or to use it as a knowledge source for your RAG application. In total is it close to 250M paragraphs / embeddings.
|
1304 |
+
|
1305 |
+
You can also use the model to perform cross-lingual search: Enter your search query in any language and get the most relevant results back.
|
1306 |
+
|
1307 |
+
## Loading the dataset
|
1308 |
+
|
1309 |
+
### Loading the document embeddings
|
1310 |
+
You can either load the dataset like this:
|
1311 |
+
```python
|
1312 |
+
from datasets import load_dataset
|
1313 |
+
lang = "simple" #Use the Simple English Wikipedia subset
|
1314 |
+
docs = load_dataset("Cohere/wikipedia-2023-11-embed-multilingual-v3-int8-binary", lang, split="train")
|
1315 |
+
```
|
1316 |
+
|
1317 |
+
Or you can also stream it without downloading it before:
|
1318 |
+
```python
|
1319 |
+
from datasets import load_dataset
|
1320 |
+
lang = "simple" #Use the Simple English Wikipedia subset
|
1321 |
+
docs = load_dataset("Cohere/wikipedia-2023-11-embed-multilingual-v3-int8-binary", lang, split="train", streaming=True)
|
1322 |
+
for doc in docs:
|
1323 |
+
doc_id = doc['_id']
|
1324 |
+
title = doc['title']
|
1325 |
+
text = doc['text']
|
1326 |
+
emb_int8 = doc['emb_int8'] #Int8 embeddings
|
1327 |
+
emb_ubinary = doc['emb_ubinary'] #ubinary embeddings
|
1328 |
+
```
|
1329 |
+
|
1330 |
+
Note, depending on the language, the download can be quite large.
|
1331 |
+
|
1332 |
+
## Search - int8 embeddings
|
1333 |
+
int8 embeddings keep 99.7-100% of the search quality, while reducing your vector index 4x and speeding-up vector search up to 30%.
|
1334 |
+
|
1335 |
+
Below example using [usearch](https://github.com/unum-cloud/usearch) to search on int8 embeddings.
|
1336 |
+
|
1337 |
+
```python
|
1338 |
+
#Run: pip install cohere datasets numpy usearch
|
1339 |
+
from datasets import load_dataset
|
1340 |
+
import numpy as np
|
1341 |
+
import cohere
|
1342 |
+
from usearch.index import Index
|
1343 |
+
|
1344 |
+
co = cohere.Client("YOUR_COHERE_API_KEY") # Add your cohere API key from www.cohere.com
|
1345 |
+
lang = "simple"
|
1346 |
+
|
1347 |
+
#Load at max 1000 chunks + embeddings
|
1348 |
+
max_docs = 1000
|
1349 |
+
docs_stream = load_dataset(f"Cohere/wikipedia-2023-11-embed-multilingual-v3-int8-binary", lang, split="train", streaming=True)
|
1350 |
+
|
1351 |
+
docs = []
|
1352 |
+
doc_embeddings = []
|
1353 |
+
for doc in docs_stream:
|
1354 |
+
docs.append(doc)
|
1355 |
+
doc_embeddings.append(doc['emb_ubinary'])
|
1356 |
+
if len(docs) >= max_docs:
|
1357 |
+
break
|
1358 |
+
|
1359 |
+
doc_embeddings = np.asarray(doc_embeddings)
|
1360 |
+
|
1361 |
+
#Create the usearch HNSW index on the int8 embeddings
|
1362 |
+
num_dim = 1024
|
1363 |
+
index = Index(ndim=1024, metric='ip', dtype='i8')
|
1364 |
+
index.add(np.arange(len(doc_embeddings)), doc_embeddings)
|
1365 |
+
|
1366 |
+
#Searching
|
1367 |
+
query = 'Who was Alan Turing'
|
1368 |
+
query_emb = co.embed([query], model="embed-multilingual-v3.0", input_type="search_query", embedding_types=["int8"]).embeddings
|
1369 |
+
query_emb = np.asarray(query_emb.int8, dtype='int8')
|
1370 |
+
|
1371 |
+
#Search on the index and get top-10 results
|
1372 |
+
matches = index.search(query_emb, 10)
|
1373 |
+
|
1374 |
+
# Print results
|
1375 |
+
for match in matches:
|
1376 |
+
doc_id = match.key
|
1377 |
+
row = df.iloc[doc_id]
|
1378 |
+
print(row['title'])
|
1379 |
+
print(row['text'])
|
1380 |
+
print("----")
|
1381 |
+
```
|
1382 |
+
|
1383 |
+
## Search - Binary embeddings
|
1384 |
+
Binary embeddings keep 95% of the search quality, while reducing your vector index 32x and speeding-up vector search up to 40x.
|
1385 |
+
|
1386 |
+
Below example using [faiss](https://github.com/facebookresearch/faiss) to search on binary embeddings.
|
1387 |
+
|
1388 |
+
```python
|
1389 |
+
#Run: pip install cohere datasets numpy faiss-cpu
|
1390 |
+
from datasets import load_dataset
|
1391 |
+
import numpy as np
|
1392 |
+
import cohere
|
1393 |
+
import faiss
|
1394 |
+
|
1395 |
+
co = cohere.Client("YOUR_COHERE_API_KEY") # Add your cohere API key from www.cohere.com
|
1396 |
+
lang = "simple"
|
1397 |
+
|
1398 |
+
#Load at max 1000 chunks + embeddings
|
1399 |
+
max_docs = 1000
|
1400 |
+
docs_stream = load_dataset(f"Cohere/wikipedia-2023-11-embed-multilingual-v3-int8-binary", lang, split="train", streaming=True)
|
1401 |
+
|
1402 |
+
docs = []
|
1403 |
+
doc_embeddings = []
|
1404 |
+
for doc in docs_stream:
|
1405 |
+
docs.append(doc)
|
1406 |
+
doc_embeddings.append(doc['emb_ubinary'])
|
1407 |
+
if len(docs) >= max_docs:
|
1408 |
+
break
|
1409 |
+
|
1410 |
+
doc_embeddings = np.asarray(doc_embeddings)
|
1411 |
+
|
1412 |
+
#Create the faiss IndexBinaryFlat index
|
1413 |
+
num_dim = 1024
|
1414 |
+
index = faiss.IndexBinaryFlat(num_dim)
|
1415 |
+
index.add(doc_embeddings)
|
1416 |
+
|
1417 |
+
#Search
|
1418 |
+
def search(index, query, top_k=10):
|
1419 |
+
# Make sure to set input_type="search_query"
|
1420 |
+
query_emb = co.embed([query], model="embed-multilingual-v3.0", input_type="search_query", embedding_types=["ubinary", "float"]).embeddings
|
1421 |
+
query_emb_bin = np.asarray(query_emb.ubinary, dtype='uint8')
|
1422 |
+
query_emb_float = np.asarray(query_emb.float, dtype="float32")
|
1423 |
+
|
1424 |
+
# Phase I: Search on the index with a binary
|
1425 |
+
hits_scores, hits_doc_ids = index.search(query_emb_bin, k=min(10*top_k, index.ntotal))
|
1426 |
+
|
1427 |
+
#Get the results in a list of hits
|
1428 |
+
hits = [{'doc_id': doc_id.item(), 'score_bin': score_bin} for doc_id, score_bin in zip(hits_doc_ids[0], hits_scores[0])]
|
1429 |
+
|
1430 |
+
# Phase II: Do a re-scoring with the float query embedding
|
1431 |
+
binary_doc_emb = np.asarray([index.reconstruct(hit['doc_id']) for hit in hits])
|
1432 |
+
binary_doc_emb_unpacked = np.unpackbits(binary_doc_emb, axis=-1).astype("int")
|
1433 |
+
binary_doc_emb_unpacked = 2*binary_doc_emb_unpacked-1
|
1434 |
+
|
1435 |
+
scores_cont = (query_emb_float[0] @ binary_doc_emb_unpacked.T)
|
1436 |
+
for idx in range(len(scores_cont)):
|
1437 |
+
hits[idx]['score_cont'] = scores_cont[idx]
|
1438 |
+
|
1439 |
+
#Sort by largest score_cont
|
1440 |
+
hits.sort(key=lambda x: x['score_cont'], reverse=True)
|
1441 |
+
|
1442 |
+
return hits[0:top_k]
|
1443 |
+
|
1444 |
+
query = 'Who was Alan Turing'
|
1445 |
+
hits = search(index, query)
|
1446 |
+
|
1447 |
+
# Print results
|
1448 |
+
print("Query:", query)
|
1449 |
+
for hit in hits:
|
1450 |
+
doc_id = hit['doc_id']
|
1451 |
+
print(docs[doc_id]['title'])
|
1452 |
+
print(docs[doc_id]['text'])
|
1453 |
+
print(docs[doc_id]['url'], "\n")
|
1454 |
+
```
|
1455 |
+
|
1456 |
+
|
1457 |
+
|
1458 |
+
|
1459 |
+
## Overview
|
1460 |
+
|
1461 |
+
The following table contains all language codes together with the total numbers of passages.
|
1462 |
+
|
1463 |
+
| Language | #Docs |
|
1464 |
+
|---|:---:|
|
1465 |
+
| en | 41,488,110 |
|
1466 |
+
| de | 20,772,081 |
|
1467 |
+
| fr | 17,813,768 |
|
1468 |
+
| ru | 13,734,543 |
|
1469 |
+
| es | 12,905,284 |
|
1470 |
+
| it | 10,462,162 |
|
1471 |
+
| ceb | 9,818,657 |
|
1472 |
+
| uk | 6,901,192 |
|
1473 |
+
| ja | 6,626,537 |
|
1474 |
+
| nl | 6,101,353 |
|
1475 |
+
| pl | 5,973,650 |
|
1476 |
+
| pt | 5,637,930 |
|
1477 |
+
| sv | 4,911,480 |
|
1478 |
+
| ca | 4,156,889 |
|
1479 |
+
| ar | 3,691,451 |
|
1480 |
+
| cs | 3,118,524 |
|
1481 |
+
| he | 2,948,882 |
|
1482 |
+
| hu | 2,924,609 |
|
1483 |
+
| vi | 2,835,049 |
|
1484 |
+
| zh | 2,775,260 |
|
1485 |
+
| fi | 2,427,097 |
|
1486 |
+
| id | 2,358,335 |
|
1487 |
+
| no | 2,211,270 |
|
1488 |
+
| sr | 2,154,631 |
|
1489 |
+
| fa | 2,073,154 |
|
1490 |
+
| tr | 1,775,036 |
|
1491 |
+
| ro | 1,770,527 |
|
1492 |
+
| el | 1,599,770 |
|
1493 |
+
| ko | 1,513,291 |
|
1494 |
+
| bg | 1,455,765 |
|
1495 |
+
| hy | 1,386,140 |
|
1496 |
+
| eu | 1,327,579 |
|
1497 |
+
| da | 1,224,982 |
|
1498 |
+
| eo | 1,216,706 |
|
1499 |
+
| war | 1,185,097 |
|
1500 |
+
| sh | 1,139,309 |
|
1501 |
+
| tt | 1,119,546 |
|
1502 |
+
| arz | 1,089,164 |
|
1503 |
+
| gl | 1,056,990 |
|
1504 |
+
| et | 1,054,770 |
|
1505 |
+
| ce | 1,013,217 |
|
1506 |
+
| ast | 1,010,445 |
|
1507 |
+
| sl | 984,855 |
|
1508 |
+
| hr | 910,923 |
|
1509 |
+
| sk | 874,014 |
|
1510 |
+
| ms | 869,579 |
|
1511 |
+
| be | 857,033 |
|
1512 |
+
| th | 839,712 |
|
1513 |
+
| az | 817,631 |
|
1514 |
+
| uz | 811,028 |
|
1515 |
+
| mk | 784,576 |
|
1516 |
+
| lt | 770,069 |
|
1517 |
+
| bn | 767,965 |
|
1518 |
+
| cy | 762,338 |
|
1519 |
+
| ta | 685,975 |
|
1520 |
+
| simple | 646,424 |
|
1521 |
+
| te | 634,778 |
|
1522 |
+
| kk | 627,085 |
|
1523 |
+
| ka | 595,401 |
|
1524 |
+
| hi | 541,822 |
|
1525 |
+
| nn | 530,590 |
|
1526 |
+
| lv | 484,957 |
|
1527 |
+
| af | 461,674 |
|
1528 |
+
| ba | 434,939 |
|
1529 |
+
| ur | 434,269 |
|
1530 |
+
| bs | 396,692 |
|
1531 |
+
| sq | 388,788 |
|
1532 |
+
| ml | 384,795 |
|
1533 |
+
| min | 373,156 |
|
1534 |
+
| la | 340,521 |
|
1535 |
+
| pnb | 335,958 |
|
1536 |
+
| be-x-old | 314,600 |
|
1537 |
+
| kn | 309,085 |
|
1538 |
+
| azb | 294,248 |
|
1539 |
+
| oc | 283,297 |
|
1540 |
+
| zh-min-nan | 278,547 |
|
1541 |
+
| fy | 248,075 |
|
1542 |
+
| my | 241,025 |
|
1543 |
+
| lb | 216,558 |
|
1544 |
+
| ky | 216,344 |
|
1545 |
+
| als | 206,387 |
|
1546 |
+
| mr | 203,479 |
|
1547 |
+
| br | 200,486 |
|
1548 |
+
| pa | 188,091 |
|
1549 |
+
| is | 177,272 |
|
1550 |
+
| mg | 171,947 |
|
1551 |
+
| sw | 171,650 |
|
1552 |
+
| ha | 167,807 |
|
1553 |
+
| tl | 166,907 |
|
1554 |
+
| nds | 166,019 |
|
1555 |
+
| an | 143,163 |
|
1556 |
+
| jv | 142,104 |
|
1557 |
+
| ps | 138,240 |
|
1558 |
+
| ig | 132,250 |
|
1559 |
+
| new | 128,696 |
|
1560 |
+
| tg | 128,237 |
|
1561 |
+
| ga | 125,456 |
|
1562 |
+
| lld | 125,094 |
|
1563 |
+
| su | 124,390 |
|
1564 |
+
| cv | 122,671 |
|
1565 |
+
| ckb | 120,886 |
|
1566 |
+
| si | 119,223 |
|
1567 |
+
| mn | 114,878 |
|
1568 |
+
| lmo | 103,836 |
|
1569 |
+
| io | 101,713 |
|
1570 |
+
| gu | 99,450 |
|
1571 |
+
| vec | 95,072 |
|
1572 |
+
| zh-yue | 89,145 |
|
1573 |
+
| bar | 88,238 |
|
1574 |
+
| sco | 83,906 |
|
1575 |
+
| ne | 83,598 |
|
1576 |
+
| ku | 82,935 |
|
1577 |
+
| hyw | 82,343 |
|
1578 |
+
| pms | 77,834 |
|
1579 |
+
| as | 76,093 |
|
1580 |
+
| km | 74,177 |
|
1581 |
+
| sah | 71,599 |
|
1582 |
+
| li | 69,267 |
|
1583 |
+
| or | 65,510 |
|
1584 |
+
| mt | 64,038 |
|
1585 |
+
| szl | 56,836 |
|
1586 |
+
| yi | 55,375 |
|
1587 |
+
| ht | 55,079 |
|
1588 |
+
| dag | 53,343 |
|
1589 |
+
| sa | 51,735 |
|
1590 |
+
| nv | 49,355 |
|
1591 |
+
| bpy | 47,757 |
|
1592 |
+
| vo | 47,375 |
|
1593 |
+
| ug | 44,764 |
|
1594 |
+
| sat | 43,500 |
|
1595 |
+
| ia | 42,012 |
|
1596 |
+
| bo | 41,438 |
|
1597 |
+
| mwl | 41,273 |
|
1598 |
+
| sd | 40,395 |
|
1599 |
+
| bcl | 39,967 |
|
1600 |
+
| mnw | 39,578 |
|
1601 |
+
| hsb | 39,560 |
|
1602 |
+
| avk | 39,001 |
|
1603 |
+
| scn | 38,359 |
|
1604 |
+
| rm | 37,436 |
|
1605 |
+
| diq | 34,743 |
|
1606 |
+
| vep | 33,654 |
|
1607 |
+
| xmf | 33,238 |
|
1608 |
+
| ban | 32,320 |
|
1609 |
+
| wa | 32,132 |
|
1610 |
+
| ilo | 31,046 |
|
1611 |
+
| nds-nl | 30,918 |
|
1612 |
+
| qu | 30,529 |
|
1613 |
+
| so | 29,936 |
|
1614 |
+
| mhr | 29,619 |
|
1615 |
+
| vls | 29,227 |
|
1616 |
+
| sc | 28,977 |
|
1617 |
+
| fo | 28,809 |
|
1618 |
+
| gd | 28,149 |
|
1619 |
+
| rw | 28,037 |
|
1620 |
+
| gom | 27,792 |
|
1621 |
+
| yo | 27,789 |
|
1622 |
+
| tum | 26,743 |
|
1623 |
+
| wuu | 26,532 |
|
1624 |
+
| frr | 26,010 |
|
1625 |
+
| sn | 25,941 |
|
1626 |
+
| tk | 24,269 |
|
1627 |
+
| blk | 24,194 |
|
1628 |
+
| mzn | 23,837 |
|
1629 |
+
| co | 23,065 |
|
1630 |
+
| szy | 22,854 |
|
1631 |
+
| am | 22,467 |
|
1632 |
+
| shn | 22,432 |
|
1633 |
+
| skr | 21,081 |
|
1634 |
+
| lfn | 20,781 |
|
1635 |
+
| tyv | 20,762 |
|
1636 |
+
| lij | 20,553 |
|
1637 |
+
| ie | 19,994 |
|
1638 |
+
| rue | 19,916 |
|
1639 |
+
| crh | 19,016 |
|
1640 |
+
| gor | 18,146 |
|
1641 |
+
| ary | 17,463 |
|
1642 |
+
| dv | 16,941 |
|
1643 |
+
| lg | 16,751 |
|
1644 |
+
| roa-tara | 16,572 |
|
1645 |
+
| bjn | 16,429 |
|
1646 |
+
| tw | 16,304 |
|
1647 |
+
| bh | 15,938 |
|
1648 |
+
| pam | 15,134 |
|
1649 |
+
| os | 15,096 |
|
1650 |
+
| myv | 15,062 |
|
1651 |
+
| gn | 14,983 |
|
1652 |
+
| lez | 14,152 |
|
1653 |
+
| mai | 13,806 |
|
1654 |
+
| kv | 13,534 |
|
1655 |
+
| pcd | 13,057 |
|
1656 |
+
| zh-classical | 12,791 |
|
1657 |
+
| zea | 12,528 |
|
1658 |
+
| lo | 12,525 |
|
1659 |
+
| gv | 12,074 |
|
1660 |
+
| stq | 11,890 |
|
1661 |
+
| zu | 11,680 |
|
1662 |
+
| smn | 11,672 |
|
1663 |
+
| kw | 11,539 |
|
1664 |
+
| bat-smg | 11,240 |
|
1665 |
+
| hif | 11,215 |
|
1666 |
+
| ext | 10,967 |
|
1667 |
+
| ace | 10,821 |
|
1668 |
+
| trv | 10,546 |
|
1669 |
+
| ami | 10,538 |
|
1670 |
+
| tcy | 10,531 |
|
1671 |
+
| lad | 10,386 |
|
1672 |
+
| alt | 10,256 |
|
1673 |
+
| pap | 10,187 |
|
1674 |
+
| kab | 10,179 |
|
1675 |
+
| fur | 10,148 |
|
1676 |
+
| nap | 10,079 |
|
1677 |
+
| mrj | 9,771 |
|
1678 |
+
| kaa | 9,548 |
|
1679 |
+
| nqo | 9,153 |
|
1680 |
+
| glk | 9,120 |
|
1681 |
+
| pfl | 8,790 |
|
1682 |
+
| fiu-vro | 8,757 |
|
1683 |
+
| nso | 8,635 |
|
1684 |
+
| jbo | 8,577 |
|
1685 |
+
| bxr | 8,549 |
|
1686 |
+
| wo | 8,549 |
|
1687 |
+
| olo | 8,530 |
|
1688 |
+
| map-bms | 8,393 |
|
1689 |
+
| ksh | 8,226 |
|
1690 |
+
| csb | 8,085 |
|
1691 |
+
| av | 7,873 |
|
1692 |
+
| mni | 7,740 |
|
1693 |
+
| udm | 7,730 |
|
1694 |
+
| mi | 7,643 |
|
1695 |
+
| kbp | 7,616 |
|
1696 |
+
| dsb | 7,536 |
|
1697 |
+
| frp | 7,294 |
|
1698 |
+
| om | 7,045 |
|
1699 |
+
| ang | 7,023 |
|
1700 |
+
| hak | 6,866 |
|
1701 |
+
| gur | 6,761 |
|
1702 |
+
| se | 6,733 |
|
1703 |
+
| anp | 6,704 |
|
1704 |
+
| tay | 6,434 |
|
1705 |
+
| mdf | 6,351 |
|
1706 |
+
| gcr | 6,347 |
|
1707 |
+
| koi | 6,300 |
|
1708 |
+
| krc | 6,293 |
|
1709 |
+
| ay | 5,985 |
|
1710 |
+
| cdo | 5,917 |
|
1711 |
+
| nrm | 5,786 |
|
1712 |
+
| xh | 5,756 |
|
1713 |
+
| tn | 5,712 |
|
1714 |
+
| tly | 5,598 |
|
1715 |
+
| shi | 5,179 |
|
1716 |
+
| pcm | 5,076 |
|
1717 |
+
| fat | 4,968 |
|
1718 |
+
| nia | 4,795 |
|
1719 |
+
| dty | 4,728 |
|
1720 |
+
| kbd | 4,667 |
|
1721 |
+
| gpe | 4,289 |
|
1722 |
+
| cbk-zam | 4,224 |
|
1723 |
+
| ff | 4,166 |
|
1724 |
+
| dz | 4,117 |
|
1725 |
+
| guw | 3,982 |
|
1726 |
+
| eml | 3,979 |
|
1727 |
+
| ln | 3,774 |
|
1728 |
+
| inh | 3,768 |
|
1729 |
+
| nah | 3,720 |
|
1730 |
+
| ab | 3,465 |
|
1731 |
+
| ks | 3,255 |
|
1732 |
+
| mad | 3,236 |
|
1733 |
+
| haw | 3,227 |
|
1734 |
+
| gag | 3,076 |
|
1735 |
+
| tet | 3,030 |
|
1736 |
+
| ny | 2,933 |
|
1737 |
+
| pag | 2,727 |
|
1738 |
+
| guc | 2,454 |
|
1739 |
+
| roa-rup | 2,409 |
|
1740 |
+
| jam | 2,387 |
|
1741 |
+
| awa | 2,242 |
|
1742 |
+
| pdc | 2,239 |
|
1743 |
+
| to | 2,165 |
|
1744 |
+
| za | 2,132 |
|
1745 |
+
| st | 2,051 |
|
1746 |
+
| ltg | 2,005 |
|
1747 |
+
| atj | 1,967 |
|
1748 |
+
| nov | 1,916 |
|
1749 |
+
| ss | 1,904 |
|
1750 |
+
| pwn | 1,881 |
|
1751 |
+
| ee | 1,819 |
|
1752 |
+
| sm | 1,659 |
|
1753 |
+
| ts | 1,645 |
|
1754 |
+
| gan | 1,626 |
|
1755 |
+
| xal | 1,619 |
|
1756 |
+
| kcg | 1,555 |
|
1757 |
+
| cu | 1,477 |
|
1758 |
+
| srn | 1,395 |
|
1759 |
+
| got | 1,280 |
|
1760 |
+
| fon | 1,247 |
|
1761 |
+
| din | 1,214 |
|
1762 |
+
| arc | 1,167 |
|
1763 |
+
| fj | 1,164 |
|
1764 |
+
| rmy | 1,113 |
|
1765 |
+
| ady | 1,040 |
|
1766 |
+
| rn | 1,033 |
|
1767 |
+
| bm | 1,017 |
|
1768 |
+
| tpi | 957 |
|
1769 |
+
| ve | 919 |
|
1770 |
+
| ki | 798 |
|
1771 |
+
| pnt | 796 |
|
1772 |
+
| chr | 788 |
|
1773 |
+
| kl | 770 |
|
1774 |
+
| lbe | 766 |
|
1775 |
+
| bi | 718 |
|
1776 |
+
| ti | 706 |
|
1777 |
+
| kg | 609 |
|
1778 |
+
| pih | 606 |
|
1779 |
+
| ch | 513 |
|
1780 |
+
| bug | 429 |
|
1781 |
+
| ty | 297 |
|
1782 |
+
| ik | 275 |
|
1783 |
+
| iu | 263 |
|
1784 |
+
| pi | 260 |
|
1785 |
+
| sg | 204 |
|
1786 |
+
| chy | 57 |
|
1787 |
+
| cr | 41 |
|
1788 |
+
| Total | 247,154,006 |
|