Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-bace-with-sBERTContrastiveLoss
Author: kiarashmo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:30000, loss:ContrastiveLoss, arxiv:1908.10084, base_model:kiarashmo/chembberta-77m-mlm-safetensors, base_model:finetune:kiarashmo/chembberta-77m-mlm-safetensors, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: kiarashmo/chembberta-77m-mlm-safetensors
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:30000, loss:ContrastiveLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: CC(C)(C)c1cccc(C[NH2+]C2CS(=O)(=O)CC(Cc3cc(F)c(N)c(-c4ccoc4)c3)C2O)c1
sentences: CC(C)(C)c1cccc(C[NH2+]C2CS(=O)(=O)CC(Cc3cc(F)c4c(c3)C3(CCC3)CN4)C2O)c1, CCNc1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]Cc2cncc(C#N)c2)cc(N2CCCCS2(=O)=O)c1, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C(C)(C)C)c2)CCCC1, source_sentence: CCNc1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]CCC(F)(F)F)cc2c1CCCS(=O)(=O)N2C
sentences: CCNc1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]C2CC2)cc(N2CCCCS2(=O)=O)c1, COc1ccc(C2(c3cccc(-c4cccnc4)c3)N=C(N)N(C)C2=O)cc1C1CCCC1, COc1cccc(C[NH2+]CC(O)C(Cc2cc(F)cc(F)c2)NC(=O)c2cc(C(C)=NOCc3ccccc3)cc(N(c3ccccc3)S(C)(=O)=O)c2)c1, source_sentence: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C(C)(C)C)c2)CCC(Nc2cccnc2)CC1
sentences: CS(=O)(=O)N(c1ccccc1)c1cncc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]Cc2cccc(C(F)(F)F)c2)c1, NC1=NC(c2ccncc2)(c2cccc(-c3cccnc3)c2)C2=NCCCN12, COc1cccc(-c2cccc(C3(c4ccncc4)N=C(N)CS3)c2)c1, source_sentence: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(N3C(=O)C4CCC3C4)c2)CCCCC1
sentences: CC#Cc1ccnc(-c2cc(C3(C4CC4)N=C(C)C(N)=N3)ccc2O)c1, CC(=O)NC(Cc1ccc2c(c1)OCCO2)C(O)C[NH2+]C1CC2(CCC2)Oc2ncc(CC(C)(C)C)cc21, CS(=O)(=O)N(c1ccccc1)c1cccc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]C2CC2)c1, source_sentence: COCC(=O)NC(Cc1cccc(-c2nccn2C)c1)C(O)C[NH2+]C1CC2(CCC2)Oc2ncc(CC(C)(C)C)cc21
sentences: CCn1c(=O)[nH]c2c(N3CCCC3=O)cc(C(=O)NC(Cc3ccccc3)C(O)C[NH2+]Cc3cccc(OC)c3)cc21, CC1(c2cc(NC(=O)c3ncc(Cl)cn3)ccc2F)N=C(N)OCC1(F)F, C#CC[NH2+]CC(O)C(Cc1ccccc1)NC(=O)c1cc2c3c(c1)c(CC)cn3CCS(=O)(=O)O2
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on kiarashmo/chembberta-77m-mlm-safetensors
results: task: type: binary-classification
name: Binary Classification
dataset: name: val sim
type: val-sim
metrics: type: cosine_accuracy
value: 0.576
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8680105209350586
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6666666666666667
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.29036539793014526
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5005005005005005
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.998003992015968
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.585968874660333
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0
name: Cosine Mcc
verified: no
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Created: 2025-07-30 20:14:10