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End of preview. Expand
in Data Studio
Employing the MTEB evaluation framework's dataset version, utilize the code below for assessment:
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)
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