Update README.md
Browse files
README.md
CHANGED
@@ -482,3 +482,36 @@ configs:
|
|
482 |
- split: queries
|
483 |
path: ruby-queries/queries-*
|
484 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
482 |
- split: queries
|
483 |
path: ruby-queries/queries-*
|
484 |
---
|
485 |
+
Employing the MTEB evaluation framework's dataset version, utilize the code below for assessment:
|
486 |
+
|
487 |
+
```python
|
488 |
+
import mteb
|
489 |
+
import logging
|
490 |
+
from sentence_transformers import SentenceTransformer
|
491 |
+
from mteb import MTEB
|
492 |
+
|
493 |
+
logger = logging.getLogger(__name__)
|
494 |
+
|
495 |
+
model_name = 'intfloat/e5-base-v2'
|
496 |
+
model = SentenceTransformer(model_name)
|
497 |
+
tasks = mteb.get_tasks(
|
498 |
+
tasks=[
|
499 |
+
"AppsRetrieval",
|
500 |
+
"CodeFeedbackMT",
|
501 |
+
"CodeFeedbackST",
|
502 |
+
"CodeTransOceanContest",
|
503 |
+
"CodeTransOceanDL",
|
504 |
+
"CosQA",
|
505 |
+
"SyntheticText2SQL",
|
506 |
+
"StackOverflowQA",
|
507 |
+
"COIRCodeSearchNetRetrieval",
|
508 |
+
"CodeSearchNetCCRetrieval",
|
509 |
+
]
|
510 |
+
)
|
511 |
+
evaluation = MTEB(tasks=tasks)
|
512 |
+
results = evaluation.run(
|
513 |
+
model=model,
|
514 |
+
overwrite_results=True
|
515 |
+
)
|
516 |
+
print(result)
|
517 |
+
```
|