Feature Extraction
Transformers
ONNX
bert
mteb
deepsparse
Eval Results (legacy)
text-embeddings-inference
Instructions to use mgoin/all-MiniLM-L6-v2-ds with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mgoin/all-MiniLM-L6-v2-ds with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="mgoin/all-MiniLM-L6-v2-ds")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("mgoin/all-MiniLM-L6-v2-ds") model = AutoModel.from_pretrained("mgoin/all-MiniLM-L6-v2-ds") - Notebooks
- Google Colab
- Kaggle
- Downloads last month
- 187
Spaces using mgoin/all-MiniLM-L6-v2-ds 11
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mteb/leaderboard_legacy
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SmileXing/leaderboard
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sq66/leaderboard_legacy
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reader-1/1
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shiwan7788/leaderboard-uni
Evaluation results
- accuracy on MTEB AmazonCounterfactualClassification (en)test set self-reported61.985
- ap on MTEB AmazonCounterfactualClassification (en)test set self-reported26.553
- f1 on MTEB AmazonCounterfactualClassification (en)test set self-reported56.577
- accuracy on MTEB AmazonPolarityClassificationtest set self-reported64.753
- ap on MTEB AmazonPolarityClassificationtest set self-reported60.391
- f1 on MTEB AmazonPolarityClassificationtest set self-reported64.044
- accuracy on MTEB AmazonReviewsClassification (en)test set self-reported29.786
- f1 on MTEB AmazonReviewsClassification (en)test set self-reported29.084
- v_measure on MTEB ArxivClusteringP2Ptest set self-reported46.192
- v_measure on MTEB ArxivClusteringS2Stest set self-reported36.912
- map on MTEB AskUbuntuDupQuestionstest set self-reported63.477
- mrr on MTEB AskUbuntuDupQuestionstest set self-reported77.087
- accuracy on MTEB Banking77Classificationtest set self-reported82.922
- f1 on MTEB Banking77Classificationtest set self-reported82.947
- v_measure on MTEB BiorxivClusteringP2Ptest set self-reported38.590
- v_measure on MTEB BiorxivClusteringS2Stest set self-reported32.322