File size: 11,671 Bytes
6c44be6 b9a1020 ae570a9 6c44be6 ae570a9 6c44be6 ae570a9 6c44be6 0f3439d 6c44be6 0f3439d 6c44be6 ae570a9 6c44be6 ae570a9 6c44be6 7f0611d 6c44be6 7f0611d 6c44be6 ae570a9 6c44be6 ae570a9 6c44be6 dd86cb3 6c44be6 dd86cb3 6c44be6 b9a1020 6c44be6 fd8b31b 0466f2b fd8b31b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 |
---
dataset_info:
- config_name: corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 6074846
num_examples: 27588
download_size: 2609576
dataset_size: 6074846
- config_name: go-corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 38310307
num_examples: 182735
download_size: 16421939
dataset_size: 38310307
- config_name: go-qrels
features:
- name: query-id
dtype: string
- name: corpus-id
dtype: string
- name: score
dtype: int64
splits:
- name: train
num_bytes: 4796420
num_examples: 167288
- name: valid
num_bytes: 219750
num_examples: 7325
- name: test
num_bytes: 243660
num_examples: 8122
download_size: 2079738
dataset_size: 5259830
- config_name: go-queries
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: queries
num_bytes: 52487127
num_examples: 182735
download_size: 22518511
dataset_size: 52487127
- config_name: java-corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 52844259
num_examples: 181061
download_size: 20139955
dataset_size: 52844259
- config_name: java-qrels
features:
- name: query-id
dtype: string
- name: corpus-id
dtype: string
- name: score
dtype: int64
splits:
- name: train
num_bytes: 4725470
num_examples: 164923
- name: valid
num_bytes: 155490
num_examples: 5183
- name: test
num_bytes: 328650
num_examples: 10955
download_size: 2059850
dataset_size: 5209610
- config_name: java-queries
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: queries
num_bytes: 76773974
num_examples: 181061
download_size: 29677644
dataset_size: 76773974
- config_name: javascript-corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 20940791
num_examples: 65201
download_size: 9148280
dataset_size: 20940791
- config_name: javascript-qrels
features:
- name: query-id
dtype: string
- name: corpus-id
dtype: string
- name: score
dtype: int64
splits:
- name: train
num_bytes: 1602480
num_examples: 58025
- name: valid
num_bytes: 108780
num_examples: 3885
- name: test
num_bytes: 92148
num_examples: 3291
download_size: 743674
dataset_size: 1803408
- config_name: javascript-queries
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: queries
num_bytes: 28240438
num_examples: 65201
download_size: 12144058
dataset_size: 28240438
- config_name: php-corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 75580225
num_examples: 268237
download_size: 28610118
dataset_size: 75580225
- config_name: php-qrels
features:
- name: query-id
dtype: string
- name: corpus-id
dtype: string
- name: score
dtype: int64
splits:
- name: train
num_bytes: 7015010
num_examples: 241241
- name: valid
num_bytes: 389460
num_examples: 12982
- name: test
num_bytes: 420420
num_examples: 14014
download_size: 3053262
dataset_size: 7824890
- config_name: php-queries
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: queries
num_bytes: 108819401
num_examples: 268237
download_size: 41855424
dataset_size: 108819401
- config_name: python-corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 114964501
num_examples: 280652
download_size: 45683292
dataset_size: 114964501
- config_name: python-qrels
features:
- name: query-id
dtype: string
- name: corpus-id
dtype: string
- name: score
dtype: int64
splits:
- name: train
num_bytes: 7332380
num_examples: 251820
- name: valid
num_bytes: 417420
num_examples: 13914
- name: test
num_bytes: 447540
num_examples: 14918
download_size: 3193423
dataset_size: 8197340
- config_name: python-queries
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: queries
num_bytes: 164228951
num_examples: 280652
download_size: 68811755
dataset_size: 164228951
- config_name: ruby-corpus
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: corpus
num_bytes: 6074846
num_examples: 27588
download_size: 2609576
dataset_size: 6074846
- config_name: ruby-qrels
features:
- name: query-id
dtype: string
- name: corpus-id
dtype: string
- name: score
dtype: int64
splits:
- name: train
num_bytes: 675736
num_examples: 24927
- name: valid
num_bytes: 39200
num_examples: 1400
- name: test
num_bytes: 35308
num_examples: 1261
download_size: 316849
dataset_size: 750244
- config_name: ruby-queries
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: partition
dtype: string
- name: text
dtype: string
- name: language
dtype: string
- name: meta_information
struct:
- name: resource
dtype: string
splits:
- name: queries
num_bytes: 8891575
num_examples: 27588
download_size: 3948111
dataset_size: 8891575
configs:
- config_name: corpus
data_files:
- split: corpus
path: corpus/corpus-*
- config_name: go-corpus
data_files:
- split: corpus
path: go-corpus/corpus-*
- config_name: go-qrels
data_files:
- split: train
path: go-qrels/train-*
- split: valid
path: go-qrels/valid-*
- split: test
path: go-qrels/test-*
- config_name: go-queries
data_files:
- split: queries
path: go-queries/queries-*
- config_name: java-corpus
data_files:
- split: corpus
path: java-corpus/corpus-*
- config_name: java-qrels
data_files:
- split: train
path: java-qrels/train-*
- split: valid
path: java-qrels/valid-*
- split: test
path: java-qrels/test-*
- config_name: java-queries
data_files:
- split: queries
path: java-queries/queries-*
- config_name: javascript-corpus
data_files:
- split: corpus
path: javascript-corpus/corpus-*
- config_name: javascript-qrels
data_files:
- split: train
path: javascript-qrels/train-*
- split: valid
path: javascript-qrels/valid-*
- split: test
path: javascript-qrels/test-*
- config_name: javascript-queries
data_files:
- split: queries
path: javascript-queries/queries-*
- config_name: php-corpus
data_files:
- split: corpus
path: php-corpus/corpus-*
- config_name: php-qrels
data_files:
- split: train
path: php-qrels/train-*
- split: valid
path: php-qrels/valid-*
- split: test
path: php-qrels/test-*
- config_name: php-queries
data_files:
- split: queries
path: php-queries/queries-*
- config_name: python-corpus
data_files:
- split: corpus
path: python-corpus/corpus-*
- config_name: python-qrels
data_files:
- split: train
path: python-qrels/train-*
- split: valid
path: python-qrels/valid-*
- split: test
path: python-qrels/test-*
- config_name: python-queries
data_files:
- split: queries
path: python-queries/queries-*
- config_name: ruby-corpus
data_files:
- split: corpus
path: ruby-corpus/corpus-*
- config_name: ruby-qrels
data_files:
- split: train
path: ruby-qrels/train-*
- split: valid
path: ruby-qrels/valid-*
- split: test
path: ruby-qrels/test-*
- config_name: ruby-queries
data_files:
- split: queries
path: ruby-queries/queries-*
---
Employing the MTEB evaluation framework's dataset version, utilize the code below for assessment:
```python
import mteb
import logging
from sentence_transformers import SentenceTransformer
from mteb import MTEB
logger = logging.getLogger(__name__)
model_name = 'intfloat/e5-base-v2'
model = SentenceTransformer(model_name)
tasks = mteb.get_tasks(
tasks=[
"AppsRetrieval",
"CodeFeedbackMT",
"CodeFeedbackST",
"CodeTransOceanContest",
"CodeTransOceanDL",
"CosQA",
"SyntheticText2SQL",
"StackOverflowQA",
"COIRCodeSearchNetRetrieval",
"CodeSearchNetCCRetrieval",
]
)
evaluation = MTEB(tasks=tasks)
results = evaluation.run(
model=model,
overwrite_results=True
)
print(result)
```
Employing the MTEB evaluation framework's dataset version, utilize the code below for assessment:
```python
import mteb
import logging
from sentence_transformers import SentenceTransformer
from mteb import MTEB
logger = logging.getLogger(__name__)
model_name = 'intfloat/e5-base-v2'
model = SentenceTransformer(model_name)
tasks = mteb.get_tasks(
tasks=[
"AppsRetrieval",
"CodeFeedbackMT",
"CodeFeedbackST",
"CodeTransOceanContest",
"CodeTransOceanDL",
"CosQA",
"SyntheticText2SQL",
"StackOverflowQA",
"COIRCodeSearchNetRetrieval",
"CodeSearchNetCCRetrieval",
]
)
evaluation = MTEB(tasks=tasks)
results = evaluation.run(
model=model,
overwrite_results=True
)
print(result)
``` |