Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:1339067
loss:MultipleNegativesSymmetricRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use LamaDiab/MiniLM-v2-v36-overlapbatch-SemanticEngine with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use LamaDiab/MiniLM-v2-v36-overlapbatch-SemanticEngine with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("LamaDiab/MiniLM-v2-v36-overlapbatch-SemanticEngine") sentences = [ "kids' slippers with a sporty neon green design (size 24-25)", "slipper", "colorful slipper", "black winter hoodie" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 2
Browse files- eval/triplet_evaluation_results.csv +5 -0
- model.safetensors +1 -1
eval/triplet_evaluation_results.csv
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0.5735041101127891,3000,0.9709486365318298
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0.7646721468170522,4000,0.9728502035140991
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0.9558401835213153,5000,0.9725332856178284
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0.5735041101127891,3000,0.9709486365318298
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0.7646721468170522,4000,0.9728502035140991
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0.9558401835213153,5000,0.9725332856178284
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1.1469520351614753,6000,0.9736953377723694
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1.7202369577680106,9000,0.9760194420814514
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1.9113319319701891,10000,0.9765476584434509
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model.safetensors
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size 90864192
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