Add multilingual to the language tag
Browse filesHi! A PR to add multilingual to the language tag to improve the referencing.
README.md
CHANGED
|
@@ -11,615 +11,270 @@ language:
|
|
| 11 |
- pt
|
| 12 |
- ro
|
| 13 |
- sv
|
| 14 |
-
|
|
|
|
| 15 |
tags:
|
| 16 |
- translation
|
| 17 |
- opus-mt-tc
|
| 18 |
-
|
| 19 |
-
license: cc-by-4.0
|
| 20 |
model-index:
|
| 21 |
- name: opus-mt-tc-big-gmq-itc
|
| 22 |
results:
|
| 23 |
- task:
|
| 24 |
-
name: Translation dan-cat
|
| 25 |
type: translation
|
| 26 |
-
|
| 27 |
dataset:
|
| 28 |
name: flores101-devtest
|
| 29 |
type: flores_101
|
| 30 |
args: dan cat devtest
|
| 31 |
metrics:
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
name:
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
name:
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
name:
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
name:
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
name:
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
name:
|
| 119 |
-
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
|
| 126 |
-
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
|
| 130 |
-
|
| 131 |
-
|
| 132 |
-
|
| 133 |
-
name:
|
| 134 |
-
|
| 135 |
-
|
| 136 |
-
|
| 137 |
-
|
| 138 |
-
|
| 139 |
-
|
| 140 |
-
|
| 141 |
-
|
| 142 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 143 |
- task:
|
| 144 |
-
name: Translation isl-fra
|
| 145 |
type: translation
|
| 146 |
-
args: isl-fra
|
| 147 |
-
dataset:
|
| 148 |
-
name: flores101-devtest
|
| 149 |
-
type: flores_101
|
| 150 |
-
args: isl fra devtest
|
| 151 |
-
metrics:
|
| 152 |
-
- name: BLEU
|
| 153 |
-
type: bleu
|
| 154 |
-
value: 26.2
|
| 155 |
-
- name: chr-F
|
| 156 |
-
type: chrf
|
| 157 |
-
value: 0.52704
|
| 158 |
-
- task:
|
| 159 |
-
name: Translation isl-glg
|
| 160 |
-
type: translation
|
| 161 |
-
args: isl-glg
|
| 162 |
-
dataset:
|
| 163 |
-
name: flores101-devtest
|
| 164 |
-
type: flores_101
|
| 165 |
-
args: isl glg devtest
|
| 166 |
-
metrics:
|
| 167 |
-
- name: BLEU
|
| 168 |
-
type: bleu
|
| 169 |
-
value: 18.0
|
| 170 |
-
- name: chr-F
|
| 171 |
-
type: chrf
|
| 172 |
-
value: 0.45387
|
| 173 |
-
- task:
|
| 174 |
-
name: Translation isl-ita
|
| 175 |
-
type: translation
|
| 176 |
-
args: isl-ita
|
| 177 |
-
dataset:
|
| 178 |
-
name: flores101-devtest
|
| 179 |
-
type: flores_101
|
| 180 |
-
args: isl ita devtest
|
| 181 |
-
metrics:
|
| 182 |
-
- name: BLEU
|
| 183 |
-
type: bleu
|
| 184 |
-
value: 18.6
|
| 185 |
-
- name: chr-F
|
| 186 |
-
type: chrf
|
| 187 |
-
value: 0.47303
|
| 188 |
-
- task:
|
| 189 |
-
name: Translation isl-por
|
| 190 |
-
type: translation
|
| 191 |
-
args: isl-por
|
| 192 |
-
dataset:
|
| 193 |
-
name: flores101-devtest
|
| 194 |
-
type: flores_101
|
| 195 |
-
args: isl por devtest
|
| 196 |
-
metrics:
|
| 197 |
-
- name: BLEU
|
| 198 |
-
type: bleu
|
| 199 |
-
value: 24.9
|
| 200 |
-
- name: chr-F
|
| 201 |
-
type: chrf
|
| 202 |
-
value: 0.51381
|
| 203 |
-
- task:
|
| 204 |
-
name: Translation isl-ron
|
| 205 |
-
type: translation
|
| 206 |
-
args: isl-ron
|
| 207 |
-
dataset:
|
| 208 |
-
name: flores101-devtest
|
| 209 |
-
type: flores_101
|
| 210 |
-
args: isl ron devtest
|
| 211 |
-
metrics:
|
| 212 |
-
- name: BLEU
|
| 213 |
-
type: bleu
|
| 214 |
-
value: 21.6
|
| 215 |
-
- name: chr-F
|
| 216 |
-
type: chrf
|
| 217 |
-
value: 0.48224
|
| 218 |
-
- task:
|
| 219 |
-
name: Translation isl-spa
|
| 220 |
-
type: translation
|
| 221 |
-
args: isl-spa
|
| 222 |
-
dataset:
|
| 223 |
-
name: flores101-devtest
|
| 224 |
-
type: flores_101
|
| 225 |
-
args: isl spa devtest
|
| 226 |
-
metrics:
|
| 227 |
-
- name: BLEU
|
| 228 |
-
type: bleu
|
| 229 |
-
value: 18.1
|
| 230 |
-
- name: chr-F
|
| 231 |
-
type: chrf
|
| 232 |
-
value: 0.45786
|
| 233 |
-
- task:
|
| 234 |
-
name: Translation nob-cat
|
| 235 |
-
type: translation
|
| 236 |
-
args: nob-cat
|
| 237 |
-
dataset:
|
| 238 |
-
name: flores101-devtest
|
| 239 |
-
type: flores_101
|
| 240 |
-
args: nob cat devtest
|
| 241 |
-
metrics:
|
| 242 |
-
- name: BLEU
|
| 243 |
-
type: bleu
|
| 244 |
-
value: 28.9
|
| 245 |
-
- name: chr-F
|
| 246 |
-
type: chrf
|
| 247 |
-
value: 0.55984
|
| 248 |
-
- task:
|
| 249 |
-
name: Translation nob-fra
|
| 250 |
-
type: translation
|
| 251 |
-
args: nob-fra
|
| 252 |
-
dataset:
|
| 253 |
-
name: flores101-devtest
|
| 254 |
-
type: flores_101
|
| 255 |
-
args: nob fra devtest
|
| 256 |
-
metrics:
|
| 257 |
-
- name: BLEU
|
| 258 |
-
type: bleu
|
| 259 |
-
value: 33.8
|
| 260 |
-
- name: chr-F
|
| 261 |
-
type: chrf
|
| 262 |
-
value: 0.60102
|
| 263 |
-
- task:
|
| 264 |
-
name: Translation nob-glg
|
| 265 |
-
type: translation
|
| 266 |
-
args: nob-glg
|
| 267 |
-
dataset:
|
| 268 |
-
name: flores101-devtest
|
| 269 |
-
type: flores_101
|
| 270 |
-
args: nob glg devtest
|
| 271 |
-
metrics:
|
| 272 |
-
- name: BLEU
|
| 273 |
-
type: bleu
|
| 274 |
-
value: 23.4
|
| 275 |
-
- name: chr-F
|
| 276 |
-
type: chrf
|
| 277 |
-
value: 0.52145
|
| 278 |
-
- task:
|
| 279 |
-
name: Translation nob-ita
|
| 280 |
-
type: translation
|
| 281 |
-
args: nob-ita
|
| 282 |
-
dataset:
|
| 283 |
-
name: flores101-devtest
|
| 284 |
-
type: flores_101
|
| 285 |
-
args: nob ita devtest
|
| 286 |
-
metrics:
|
| 287 |
-
- name: BLEU
|
| 288 |
-
type: bleu
|
| 289 |
-
value: 22.2
|
| 290 |
-
- name: chr-F
|
| 291 |
-
type: chrf
|
| 292 |
-
value: 0.52619
|
| 293 |
-
- task:
|
| 294 |
-
name: Translation nob-por
|
| 295 |
-
type: translation
|
| 296 |
-
args: nob-por
|
| 297 |
-
dataset:
|
| 298 |
-
name: flores101-devtest
|
| 299 |
-
type: flores_101
|
| 300 |
-
args: nob por devtest
|
| 301 |
-
metrics:
|
| 302 |
-
- name: BLEU
|
| 303 |
-
type: bleu
|
| 304 |
-
value: 32.2
|
| 305 |
-
- name: chr-F
|
| 306 |
-
type: chrf
|
| 307 |
-
value: 0.58836
|
| 308 |
-
- task:
|
| 309 |
-
name: Translation nob-ron
|
| 310 |
-
type: translation
|
| 311 |
-
args: nob-ron
|
| 312 |
-
dataset:
|
| 313 |
-
name: flores101-devtest
|
| 314 |
-
type: flores_101
|
| 315 |
-
args: nob ron devtest
|
| 316 |
-
metrics:
|
| 317 |
-
- name: BLEU
|
| 318 |
-
type: bleu
|
| 319 |
-
value: 27.6
|
| 320 |
-
- name: chr-F
|
| 321 |
-
type: chrf
|
| 322 |
-
value: 0.54845
|
| 323 |
-
- task:
|
| 324 |
-
name: Translation nob-spa
|
| 325 |
-
type: translation
|
| 326 |
-
args: nob-spa
|
| 327 |
-
dataset:
|
| 328 |
-
name: flores101-devtest
|
| 329 |
-
type: flores_101
|
| 330 |
-
args: nob spa devtest
|
| 331 |
-
metrics:
|
| 332 |
-
- name: BLEU
|
| 333 |
-
type: bleu
|
| 334 |
-
value: 21.8
|
| 335 |
-
- name: chr-F
|
| 336 |
-
type: chrf
|
| 337 |
-
value: 0.50661
|
| 338 |
-
- task:
|
| 339 |
-
name: Translation swe-cat
|
| 340 |
-
type: translation
|
| 341 |
-
args: swe-cat
|
| 342 |
-
dataset:
|
| 343 |
-
name: flores101-devtest
|
| 344 |
-
type: flores_101
|
| 345 |
-
args: swe cat devtest
|
| 346 |
-
metrics:
|
| 347 |
-
- name: BLEU
|
| 348 |
-
type: bleu
|
| 349 |
-
value: 32.4
|
| 350 |
-
- name: chr-F
|
| 351 |
-
type: chrf
|
| 352 |
-
value: 0.58542
|
| 353 |
-
- task:
|
| 354 |
-
name: Translation swe-fra
|
| 355 |
-
type: translation
|
| 356 |
-
args: swe-fra
|
| 357 |
-
dataset:
|
| 358 |
-
name: flores101-devtest
|
| 359 |
-
type: flores_101
|
| 360 |
-
args: swe fra devtest
|
| 361 |
-
metrics:
|
| 362 |
-
- name: BLEU
|
| 363 |
-
type: bleu
|
| 364 |
-
value: 39.3
|
| 365 |
-
- name: chr-F
|
| 366 |
-
type: chrf
|
| 367 |
-
value: 0.63688
|
| 368 |
-
- task:
|
| 369 |
-
name: Translation swe-glg
|
| 370 |
-
type: translation
|
| 371 |
-
args: swe-glg
|
| 372 |
-
dataset:
|
| 373 |
-
name: flores101-devtest
|
| 374 |
-
type: flores_101
|
| 375 |
-
args: swe glg devtest
|
| 376 |
-
metrics:
|
| 377 |
-
- name: BLEU
|
| 378 |
-
type: bleu
|
| 379 |
-
value: 26.0
|
| 380 |
-
- name: chr-F
|
| 381 |
-
type: chrf
|
| 382 |
-
value: 0.53989
|
| 383 |
-
- task:
|
| 384 |
-
name: Translation swe-ita
|
| 385 |
-
type: translation
|
| 386 |
-
args: swe-ita
|
| 387 |
-
dataset:
|
| 388 |
-
name: flores101-devtest
|
| 389 |
-
type: flores_101
|
| 390 |
-
args: swe ita devtest
|
| 391 |
-
metrics:
|
| 392 |
-
- name: BLEU
|
| 393 |
-
type: bleu
|
| 394 |
-
value: 25.9
|
| 395 |
-
- name: chr-F
|
| 396 |
-
type: chrf
|
| 397 |
-
value: 0.55232
|
| 398 |
-
- task:
|
| 399 |
-
name: Translation swe-por
|
| 400 |
-
type: translation
|
| 401 |
-
args: swe-por
|
| 402 |
-
dataset:
|
| 403 |
-
name: flores101-devtest
|
| 404 |
-
type: flores_101
|
| 405 |
-
args: swe por devtest
|
| 406 |
-
metrics:
|
| 407 |
-
- name: BLEU
|
| 408 |
-
type: bleu
|
| 409 |
-
value: 36.5
|
| 410 |
-
- name: chr-F
|
| 411 |
-
type: chrf
|
| 412 |
-
value: 0.61882
|
| 413 |
-
- task:
|
| 414 |
-
name: Translation swe-ron
|
| 415 |
-
type: translation
|
| 416 |
-
args: swe-ron
|
| 417 |
-
dataset:
|
| 418 |
-
name: flores101-devtest
|
| 419 |
-
type: flores_101
|
| 420 |
-
args: swe ron devtest
|
| 421 |
-
metrics:
|
| 422 |
-
- name: BLEU
|
| 423 |
-
type: bleu
|
| 424 |
-
value: 31.0
|
| 425 |
-
- name: chr-F
|
| 426 |
-
type: chrf
|
| 427 |
-
value: 0.57419
|
| 428 |
-
- task:
|
| 429 |
-
name: Translation swe-spa
|
| 430 |
-
type: translation
|
| 431 |
-
args: swe-spa
|
| 432 |
-
dataset:
|
| 433 |
-
name: flores101-devtest
|
| 434 |
-
type: flores_101
|
| 435 |
-
args: swe spa devtest
|
| 436 |
-
metrics:
|
| 437 |
-
- name: BLEU
|
| 438 |
-
type: bleu
|
| 439 |
-
value: 23.8
|
| 440 |
-
- name: chr-F
|
| 441 |
-
type: chrf
|
| 442 |
-
value: 0.52175
|
| 443 |
-
- task:
|
| 444 |
name: Translation dan-fra
|
| 445 |
-
type: translation
|
| 446 |
-
args: dan-fra
|
| 447 |
dataset:
|
| 448 |
name: tatoeba-test-v2021-08-07
|
| 449 |
type: tatoeba_mt
|
| 450 |
args: dan-fra
|
| 451 |
metrics:
|
| 452 |
-
|
| 453 |
-
|
| 454 |
-
|
| 455 |
-
|
| 456 |
-
|
| 457 |
-
|
| 458 |
-
|
| 459 |
-
|
| 460 |
-
|
| 461 |
-
|
| 462 |
-
|
| 463 |
-
name:
|
| 464 |
-
|
| 465 |
-
|
| 466 |
-
|
| 467 |
-
|
| 468 |
-
|
| 469 |
-
|
| 470 |
-
|
| 471 |
-
|
| 472 |
-
|
| 473 |
-
|
| 474 |
-
|
| 475 |
-
|
| 476 |
-
|
| 477 |
-
|
| 478 |
-
name:
|
| 479 |
-
|
| 480 |
-
|
| 481 |
-
|
| 482 |
-
|
| 483 |
-
|
| 484 |
-
|
| 485 |
-
|
| 486 |
-
|
| 487 |
-
|
| 488 |
-
|
| 489 |
-
|
| 490 |
-
|
| 491 |
-
|
| 492 |
-
|
| 493 |
-
name:
|
| 494 |
-
|
| 495 |
-
|
| 496 |
-
|
| 497 |
-
|
| 498 |
-
|
| 499 |
-
|
| 500 |
-
|
| 501 |
-
|
| 502 |
-
|
| 503 |
-
|
| 504 |
-
|
| 505 |
-
|
| 506 |
-
|
| 507 |
-
|
| 508 |
-
name:
|
| 509 |
-
|
| 510 |
-
|
| 511 |
-
|
| 512 |
-
|
| 513 |
-
|
| 514 |
-
|
| 515 |
-
|
| 516 |
-
|
| 517 |
-
|
| 518 |
-
|
| 519 |
-
|
| 520 |
-
|
| 521 |
-
|
| 522 |
-
|
| 523 |
-
name:
|
| 524 |
-
type: tatoeba_mt
|
| 525 |
-
args: isl-spa
|
| 526 |
-
metrics:
|
| 527 |
-
- name: BLEU
|
| 528 |
-
type: bleu
|
| 529 |
-
value: 49.2
|
| 530 |
-
- name: chr-F
|
| 531 |
-
type: chrf
|
| 532 |
-
value: 0.66008
|
| 533 |
-
- task:
|
| 534 |
-
name: Translation nob-fra
|
| 535 |
-
type: translation
|
| 536 |
-
args: nob-fra
|
| 537 |
-
dataset:
|
| 538 |
-
name: tatoeba-test-v2021-08-07
|
| 539 |
-
type: tatoeba_mt
|
| 540 |
-
args: nob-fra
|
| 541 |
-
metrics:
|
| 542 |
-
- name: BLEU
|
| 543 |
-
type: bleu
|
| 544 |
-
value: 54.4
|
| 545 |
-
- name: chr-F
|
| 546 |
-
type: chrf
|
| 547 |
-
value: 0.70854
|
| 548 |
-
- task:
|
| 549 |
-
name: Translation nob-spa
|
| 550 |
-
type: translation
|
| 551 |
-
args: nob-spa
|
| 552 |
-
dataset:
|
| 553 |
-
name: tatoeba-test-v2021-08-07
|
| 554 |
-
type: tatoeba_mt
|
| 555 |
-
args: nob-spa
|
| 556 |
-
metrics:
|
| 557 |
-
- name: BLEU
|
| 558 |
-
type: bleu
|
| 559 |
-
value: 55.9
|
| 560 |
-
- name: chr-F
|
| 561 |
-
type: chrf
|
| 562 |
-
value: 0.73672
|
| 563 |
-
- task:
|
| 564 |
-
name: Translation swe-fra
|
| 565 |
-
type: translation
|
| 566 |
-
args: swe-fra
|
| 567 |
-
dataset:
|
| 568 |
-
name: tatoeba-test-v2021-08-07
|
| 569 |
-
type: tatoeba_mt
|
| 570 |
-
args: swe-fra
|
| 571 |
-
metrics:
|
| 572 |
-
- name: BLEU
|
| 573 |
-
type: bleu
|
| 574 |
-
value: 59.2
|
| 575 |
-
- name: chr-F
|
| 576 |
-
type: chrf
|
| 577 |
-
value: 0.73014
|
| 578 |
-
- task:
|
| 579 |
-
name: Translation swe-ita
|
| 580 |
-
type: translation
|
| 581 |
-
args: swe-ita
|
| 582 |
-
dataset:
|
| 583 |
-
name: tatoeba-test-v2021-08-07
|
| 584 |
-
type: tatoeba_mt
|
| 585 |
-
args: swe-ita
|
| 586 |
-
metrics:
|
| 587 |
-
- name: BLEU
|
| 588 |
-
type: bleu
|
| 589 |
-
value: 56.6
|
| 590 |
-
- name: chr-F
|
| 591 |
-
type: chrf
|
| 592 |
-
value: 0.73211
|
| 593 |
-
- task:
|
| 594 |
-
name: Translation swe-por
|
| 595 |
-
type: translation
|
| 596 |
-
args: swe-por
|
| 597 |
-
dataset:
|
| 598 |
-
name: tatoeba-test-v2021-08-07
|
| 599 |
-
type: tatoeba_mt
|
| 600 |
-
args: swe-por
|
| 601 |
-
metrics:
|
| 602 |
-
- name: BLEU
|
| 603 |
-
type: bleu
|
| 604 |
-
value: 48.7
|
| 605 |
-
- name: chr-F
|
| 606 |
-
type: chrf
|
| 607 |
-
value: 0.68146
|
| 608 |
-
- task:
|
| 609 |
-
name: Translation swe-spa
|
| 610 |
-
type: translation
|
| 611 |
-
args: swe-spa
|
| 612 |
-
dataset:
|
| 613 |
-
name: tatoeba-test-v2021-08-07
|
| 614 |
-
type: tatoeba_mt
|
| 615 |
-
args: swe-spa
|
| 616 |
-
metrics:
|
| 617 |
-
- name: BLEU
|
| 618 |
-
type: bleu
|
| 619 |
-
value: 55.3
|
| 620 |
-
- name: chr-F
|
| 621 |
-
type: chrf
|
| 622 |
-
value: 0.71373
|
| 623 |
---
|
| 624 |
# opus-mt-tc-big-gmq-itc
|
| 625 |
|
|
@@ -675,8 +330,8 @@ A short example code:
|
|
| 675 |
from transformers import MarianMTModel, MarianTokenizer
|
| 676 |
|
| 677 |
src_text = [
|
| 678 |
-
">>spa<< Jag
|
| 679 |
-
">>por<< Livet er for kort til
|
| 680 |
]
|
| 681 |
|
| 682 |
model_name = "pytorch-models/opus-mt-tc-big-gmq-itc"
|
|
@@ -689,7 +344,7 @@ for t in translated:
|
|
| 689 |
|
| 690 |
# expected output:
|
| 691 |
# No soy religioso.
|
| 692 |
-
# A vida
|
| 693 |
```
|
| 694 |
|
| 695 |
You can also use OPUS-MT models with the transformers pipelines, for example:
|
|
@@ -697,7 +352,7 @@ You can also use OPUS-MT models with the transformers pipelines, for example:
|
|
| 697 |
```python
|
| 698 |
from transformers import pipeline
|
| 699 |
pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-big-gmq-itc")
|
| 700 |
-
print(pipe(">>spa<< Jag
|
| 701 |
|
| 702 |
# expected output: No soy religioso.
|
| 703 |
```
|
|
@@ -762,7 +417,7 @@ print(pipe(">>spa<< Jag är inte religiös."))
|
|
| 762 |
|
| 763 |
## Citation Information
|
| 764 |
|
| 765 |
-
* Publications: [OPUS-MT
|
| 766 |
|
| 767 |
```
|
| 768 |
@inproceedings{tiedemann-thottingal-2020-opus,
|
|
@@ -792,7 +447,7 @@ print(pipe(">>spa<< Jag är inte religiös."))
|
|
| 792 |
|
| 793 |
## Acknowledgements
|
| 794 |
|
| 795 |
-
The work is supported by the [European Language Grid](https://www.european-language-grid.eu/) as [pilot project 2866](https://live.european-language-grid.eu/catalogue/#/resource/projects/2866), by the [FoTran project](https://www.helsinki.fi/en/researchgroups/natural-language-understanding-with-cross-lingual-grounding), funded by the European Research Council (ERC) under the European Union
|
| 796 |
|
| 797 |
## Model conversion info
|
| 798 |
|
|
|
|
| 11 |
- pt
|
| 12 |
- ro
|
| 13 |
- sv
|
| 14 |
+
- multilingual
|
| 15 |
+
license: cc-by-4.0
|
| 16 |
tags:
|
| 17 |
- translation
|
| 18 |
- opus-mt-tc
|
|
|
|
|
|
|
| 19 |
model-index:
|
| 20 |
- name: opus-mt-tc-big-gmq-itc
|
| 21 |
results:
|
| 22 |
- task:
|
|
|
|
| 23 |
type: translation
|
| 24 |
+
name: Translation dan-cat
|
| 25 |
dataset:
|
| 26 |
name: flores101-devtest
|
| 27 |
type: flores_101
|
| 28 |
args: dan cat devtest
|
| 29 |
metrics:
|
| 30 |
+
- type: bleu
|
| 31 |
+
value: 33.4
|
| 32 |
+
name: BLEU
|
| 33 |
+
- type: chrf
|
| 34 |
+
value: 0.59224
|
| 35 |
+
name: chr-F
|
| 36 |
+
- type: bleu
|
| 37 |
+
value: 38.3
|
| 38 |
+
name: BLEU
|
| 39 |
+
- type: chrf
|
| 40 |
+
value: 0.63387
|
| 41 |
+
name: chr-F
|
| 42 |
+
- type: bleu
|
| 43 |
+
value: 26.4
|
| 44 |
+
name: BLEU
|
| 45 |
+
- type: chrf
|
| 46 |
+
value: 0.54446
|
| 47 |
+
name: chr-F
|
| 48 |
+
- type: bleu
|
| 49 |
+
value: 25.7
|
| 50 |
+
name: BLEU
|
| 51 |
+
- type: chrf
|
| 52 |
+
value: 0.55237
|
| 53 |
+
name: chr-F
|
| 54 |
+
- type: bleu
|
| 55 |
+
value: 36.9
|
| 56 |
+
name: BLEU
|
| 57 |
+
- type: chrf
|
| 58 |
+
value: 0.62233
|
| 59 |
+
name: chr-F
|
| 60 |
+
- type: bleu
|
| 61 |
+
value: 31.8
|
| 62 |
+
name: BLEU
|
| 63 |
+
- type: chrf
|
| 64 |
+
value: 0.58235
|
| 65 |
+
name: chr-F
|
| 66 |
+
- type: bleu
|
| 67 |
+
value: 24.3
|
| 68 |
+
name: BLEU
|
| 69 |
+
- type: chrf
|
| 70 |
+
value: 0.52453
|
| 71 |
+
name: chr-F
|
| 72 |
+
- type: bleu
|
| 73 |
+
value: 22.7
|
| 74 |
+
name: BLEU
|
| 75 |
+
- type: chrf
|
| 76 |
+
value: 0.4893
|
| 77 |
+
name: chr-F
|
| 78 |
+
- type: bleu
|
| 79 |
+
value: 26.2
|
| 80 |
+
name: BLEU
|
| 81 |
+
- type: chrf
|
| 82 |
+
value: 0.52704
|
| 83 |
+
name: chr-F
|
| 84 |
+
- type: bleu
|
| 85 |
+
value: 18.0
|
| 86 |
+
name: BLEU
|
| 87 |
+
- type: chrf
|
| 88 |
+
value: 0.45387
|
| 89 |
+
name: chr-F
|
| 90 |
+
- type: bleu
|
| 91 |
+
value: 18.6
|
| 92 |
+
name: BLEU
|
| 93 |
+
- type: chrf
|
| 94 |
+
value: 0.47303
|
| 95 |
+
name: chr-F
|
| 96 |
+
- type: bleu
|
| 97 |
+
value: 24.9
|
| 98 |
+
name: BLEU
|
| 99 |
+
- type: chrf
|
| 100 |
+
value: 0.51381
|
| 101 |
+
name: chr-F
|
| 102 |
+
- type: bleu
|
| 103 |
+
value: 21.6
|
| 104 |
+
name: BLEU
|
| 105 |
+
- type: chrf
|
| 106 |
+
value: 0.48224
|
| 107 |
+
name: chr-F
|
| 108 |
+
- type: bleu
|
| 109 |
+
value: 18.1
|
| 110 |
+
name: BLEU
|
| 111 |
+
- type: chrf
|
| 112 |
+
value: 0.45786
|
| 113 |
+
name: chr-F
|
| 114 |
+
- type: bleu
|
| 115 |
+
value: 28.9
|
| 116 |
+
name: BLEU
|
| 117 |
+
- type: chrf
|
| 118 |
+
value: 0.55984
|
| 119 |
+
name: chr-F
|
| 120 |
+
- type: bleu
|
| 121 |
+
value: 33.8
|
| 122 |
+
name: BLEU
|
| 123 |
+
- type: chrf
|
| 124 |
+
value: 0.60102
|
| 125 |
+
name: chr-F
|
| 126 |
+
- type: bleu
|
| 127 |
+
value: 23.4
|
| 128 |
+
name: BLEU
|
| 129 |
+
- type: chrf
|
| 130 |
+
value: 0.52145
|
| 131 |
+
name: chr-F
|
| 132 |
+
- type: bleu
|
| 133 |
+
value: 22.2
|
| 134 |
+
name: BLEU
|
| 135 |
+
- type: chrf
|
| 136 |
+
value: 0.52619
|
| 137 |
+
name: chr-F
|
| 138 |
+
- type: bleu
|
| 139 |
+
value: 32.2
|
| 140 |
+
name: BLEU
|
| 141 |
+
- type: chrf
|
| 142 |
+
value: 0.58836
|
| 143 |
+
name: chr-F
|
| 144 |
+
- type: bleu
|
| 145 |
+
value: 27.6
|
| 146 |
+
name: BLEU
|
| 147 |
+
- type: chrf
|
| 148 |
+
value: 0.54845
|
| 149 |
+
name: chr-F
|
| 150 |
+
- type: bleu
|
| 151 |
+
value: 21.8
|
| 152 |
+
name: BLEU
|
| 153 |
+
- type: chrf
|
| 154 |
+
value: 0.50661
|
| 155 |
+
name: chr-F
|
| 156 |
+
- type: bleu
|
| 157 |
+
value: 32.4
|
| 158 |
+
name: BLEU
|
| 159 |
+
- type: chrf
|
| 160 |
+
value: 0.58542
|
| 161 |
+
name: chr-F
|
| 162 |
+
- type: bleu
|
| 163 |
+
value: 39.3
|
| 164 |
+
name: BLEU
|
| 165 |
+
- type: chrf
|
| 166 |
+
value: 0.63688
|
| 167 |
+
name: chr-F
|
| 168 |
+
- type: bleu
|
| 169 |
+
value: 26.0
|
| 170 |
+
name: BLEU
|
| 171 |
+
- type: chrf
|
| 172 |
+
value: 0.53989
|
| 173 |
+
name: chr-F
|
| 174 |
+
- type: bleu
|
| 175 |
+
value: 25.9
|
| 176 |
+
name: BLEU
|
| 177 |
+
- type: chrf
|
| 178 |
+
value: 0.55232
|
| 179 |
+
name: chr-F
|
| 180 |
+
- type: bleu
|
| 181 |
+
value: 36.5
|
| 182 |
+
name: BLEU
|
| 183 |
+
- type: chrf
|
| 184 |
+
value: 0.61882
|
| 185 |
+
name: chr-F
|
| 186 |
+
- type: bleu
|
| 187 |
+
value: 31.0
|
| 188 |
+
name: BLEU
|
| 189 |
+
- type: chrf
|
| 190 |
+
value: 0.57419
|
| 191 |
+
name: chr-F
|
| 192 |
+
- type: bleu
|
| 193 |
+
value: 23.8
|
| 194 |
+
name: BLEU
|
| 195 |
+
- type: chrf
|
| 196 |
+
value: 0.52175
|
| 197 |
+
name: chr-F
|
| 198 |
- task:
|
|
|
|
| 199 |
type: translation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 200 |
name: Translation dan-fra
|
|
|
|
|
|
|
| 201 |
dataset:
|
| 202 |
name: tatoeba-test-v2021-08-07
|
| 203 |
type: tatoeba_mt
|
| 204 |
args: dan-fra
|
| 205 |
metrics:
|
| 206 |
+
- type: bleu
|
| 207 |
+
value: 63.8
|
| 208 |
+
name: BLEU
|
| 209 |
+
- type: chrf
|
| 210 |
+
value: 0.76671
|
| 211 |
+
name: chr-F
|
| 212 |
+
- type: bleu
|
| 213 |
+
value: 56.2
|
| 214 |
+
name: BLEU
|
| 215 |
+
- type: chrf
|
| 216 |
+
value: 0.74658
|
| 217 |
+
name: chr-F
|
| 218 |
+
- type: bleu
|
| 219 |
+
value: 57.8
|
| 220 |
+
name: BLEU
|
| 221 |
+
- type: chrf
|
| 222 |
+
value: 0.74944
|
| 223 |
+
name: chr-F
|
| 224 |
+
- type: bleu
|
| 225 |
+
value: 54.8
|
| 226 |
+
name: BLEU
|
| 227 |
+
- type: chrf
|
| 228 |
+
value: 0.72328
|
| 229 |
+
name: chr-F
|
| 230 |
+
- type: bleu
|
| 231 |
+
value: 51.0
|
| 232 |
+
name: BLEU
|
| 233 |
+
- type: chrf
|
| 234 |
+
value: 0.69354
|
| 235 |
+
name: chr-F
|
| 236 |
+
- type: bleu
|
| 237 |
+
value: 49.2
|
| 238 |
+
name: BLEU
|
| 239 |
+
- type: chrf
|
| 240 |
+
value: 0.66008
|
| 241 |
+
name: chr-F
|
| 242 |
+
- type: bleu
|
| 243 |
+
value: 54.4
|
| 244 |
+
name: BLEU
|
| 245 |
+
- type: chrf
|
| 246 |
+
value: 0.70854
|
| 247 |
+
name: chr-F
|
| 248 |
+
- type: bleu
|
| 249 |
+
value: 55.9
|
| 250 |
+
name: BLEU
|
| 251 |
+
- type: chrf
|
| 252 |
+
value: 0.73672
|
| 253 |
+
name: chr-F
|
| 254 |
+
- type: bleu
|
| 255 |
+
value: 59.2
|
| 256 |
+
name: BLEU
|
| 257 |
+
- type: chrf
|
| 258 |
+
value: 0.73014
|
| 259 |
+
name: chr-F
|
| 260 |
+
- type: bleu
|
| 261 |
+
value: 56.6
|
| 262 |
+
name: BLEU
|
| 263 |
+
- type: chrf
|
| 264 |
+
value: 0.73211
|
| 265 |
+
name: chr-F
|
| 266 |
+
- type: bleu
|
| 267 |
+
value: 48.7
|
| 268 |
+
name: BLEU
|
| 269 |
+
- type: chrf
|
| 270 |
+
value: 0.68146
|
| 271 |
+
name: chr-F
|
| 272 |
+
- type: bleu
|
| 273 |
+
value: 55.3
|
| 274 |
+
name: BLEU
|
| 275 |
+
- type: chrf
|
| 276 |
+
value: 0.71373
|
| 277 |
+
name: chr-F
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 278 |
---
|
| 279 |
# opus-mt-tc-big-gmq-itc
|
| 280 |
|
|
|
|
| 330 |
from transformers import MarianMTModel, MarianTokenizer
|
| 331 |
|
| 332 |
src_text = [
|
| 333 |
+
">>spa<< Jag �r inte religi�s.",
|
| 334 |
+
">>por<< Livet er for kort til � l�re seg tysk."
|
| 335 |
]
|
| 336 |
|
| 337 |
model_name = "pytorch-models/opus-mt-tc-big-gmq-itc"
|
|
|
|
| 344 |
|
| 345 |
# expected output:
|
| 346 |
# No soy religioso.
|
| 347 |
+
# A vida � muito curta para aprender alem�o.
|
| 348 |
```
|
| 349 |
|
| 350 |
You can also use OPUS-MT models with the transformers pipelines, for example:
|
|
|
|
| 352 |
```python
|
| 353 |
from transformers import pipeline
|
| 354 |
pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-big-gmq-itc")
|
| 355 |
+
print(pipe(">>spa<< Jag �r inte religi�s."))
|
| 356 |
|
| 357 |
# expected output: No soy religioso.
|
| 358 |
```
|
|
|
|
| 417 |
|
| 418 |
## Citation Information
|
| 419 |
|
| 420 |
+
* Publications: [OPUS-MT � Building open translation services for the World](https://aclanthology.org/2020.eamt-1.61/) and [The Tatoeba Translation Challenge � Realistic Data Sets for Low Resource and Multilingual MT](https://aclanthology.org/2020.wmt-1.139/) (Please, cite if you use this model.)
|
| 421 |
|
| 422 |
```
|
| 423 |
@inproceedings{tiedemann-thottingal-2020-opus,
|
|
|
|
| 447 |
|
| 448 |
## Acknowledgements
|
| 449 |
|
| 450 |
+
The work is supported by the [European Language Grid](https://www.european-language-grid.eu/) as [pilot project 2866](https://live.european-language-grid.eu/catalogue/#/resource/projects/2866), by the [FoTran project](https://www.helsinki.fi/en/researchgroups/natural-language-understanding-with-cross-lingual-grounding), funded by the European Research Council (ERC) under the European Union�s Horizon 2020 research and innovation programme (grant agreement No 771113), and the [MeMAD project](https://memad.eu/), funded by the European Union�s Horizon 2020 Research and Innovation Programme under grant agreement No 780069. We are also grateful for the generous computational resources and IT infrastructure provided by [CSC -- IT Center for Science](https://www.csc.fi/), Finland.
|
| 451 |
|
| 452 |
## Model conversion info
|
| 453 |
|