Sentence Similarity
sentence-transformers
ONNX
Safetensors
English
bert
feature-extraction
Generated from Trainer
dataset_size:3210255
loss:CachedMultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use fpc/bge-micro-smiles with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use fpc/bge-micro-smiles with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("fpc/bge-micro-smiles") sentences = [ "donepezil hydrochloride monohydrate", "Cn1nccc1[C@H]1CC[C@H](O[Si](C)(C)C(C)(C)C)C[C@@H]1OC(=O)c1ccccc1", "COc1cc2c(cc1OC)C(=O)C(CC1CCN(Cc3ccccc3)CC1)C2.Cl.O", "C(=O)(OC)C1=CC=C(C=C1)CC(C)=O" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
ferris commited on
Commit ·
ef633dd
1
Parent(s): 82971ba
Add onnx models
Browse files- config_sentence_transformers.json +1 -1
- onnx/model.onnx +3 -0
- onnx/model_O3.onnx +3 -0
- onnx/model_quint8_avx2.onnx +3 -0
config_sentence_transformers.json
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{
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"__version__": {
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"sentence_transformers": "3.
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"transformers": "4.41.2",
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"pytorch": "2.4.1+cu124"
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"sentence_transformers": "3.2.0",
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"transformers": "4.41.2",
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"pytorch": "2.4.1+cu124"
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:59b654dd197940b38229b32f846cdc298c41d62fa7d6fbf0b22c3818ab420a87
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onnx/model_O3.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e25495fdea8db8a338dd02d3b91448b7f0dd94ce4b9aed055b0441e879edc98
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onnx/model_quint8_avx2.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:986cec2f7701bebef836fec030a90b2c9d143afe392032adba5132a4d9eec3d0
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size 17490869
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