Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-clintox-with-sBERTTripletLoss
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:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, 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:TripletLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: CC(C)[NH+]1CCN(c2ccc(OCC3COC(Cn4cncn4)(c4ccc(Cl)cc4Cl)O3)cc2)CC1
sentences: C[NH+]1CCCC1c1cccnc1, COc1cc(CC2c3c(cc(OC)c(OC)c3OC)CC[N+]2(C)CCCOC(=O)CCC(=O)OCCC[N+]2(C)CCc3cc(OC)c(OC)c(OC)c3C2Cc2cc(OC)c(OC)c(OC)c2)cc(OC)c1OC, C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, source_sentence: C[NH2+]C1C(OC2C(OC3C(O)C(O)C(NC(N)=[NH2+])C(O)C3NC(N)=[NH2+])OC(C)C2(O)C=O)OC(CO)C(O)C1O
sentences: CC12CCC3C4CCC(=O)C=C4CCC3C1CCC2OC(=O)CCc1ccccc1, C[NH+](C)CCC=C1c2ccccc2Sc2ccc(Cl)cc21, CC(C)C(CN1CCC(C)(c2cccc(O)c2)C(C)C1)NC(=O)C1Cc2ccc(O)cc2CN1, source_sentence: CC1CC=CC=CC=CC=CC(OC2OC(C)C(O)C([NH3+])C2O)CC2OC(O)(CC(O)CC3OC3C=CC(=O)O1)CC(O)C2C(=O)[O-]
sentences: CC(C)CC(NC(=O)C(CCc1ccccc1)NC(=O)CN1CCOCC1)C(=O)NC(Cc1ccccc1)C(=O)NC(CC(C)C)C(=O)C1(C)CO1, COC1CC(OC2C(C)C(=O)OC(C)C(C)C(OC(C)=O)C(C)C(=O)C3(CO3)CC(C)C(OC3OC(C)CC([NH+](C)C)C3OC(C)=O)C2C)OC(C)C1OC(C)=O, CC(C)CC(NC(=O)C(CCc1ccccc1)NC(=O)CN1CCOCC1)C(=O)NC(Cc1ccccc1)C(=O)NC(CC(C)C)C(=O)C1(C)CO1, source_sentence: CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1
sentences: CC(C)CC(NC(=O)C(CCc1ccccc1)NC(=O)CN1CCOCC1)C(=O)NC(Cc1ccccc1)C(=O)NC(CC(C)C)C(=O)C1(C)CO1, COC(=O)C1CC2=CC(=O)CCC2(C)C23OC2CC2(C)C(CCC24CCC(=O)O4)C13, C[NH+](C)CCn1nnnc1SCC1=C(C(=O)[O-])N2C(=O)C(NC(=O)Cc3csc(N)n3)C2SC1, source_sentence: COc1cc2c(Nc3ccc(Br)cc3F)ncnc2cc1OCC1CC[NH+](C)CC1
sentences: CC(C)CC(NC(=O)C(CCc1ccccc1)NC(=O)CN1CCOCC1)C(=O)NC(Cc1ccccc1)C(=O)NC(CC(C)C)C(=O)C1(C)CO1, CC(C)CC(NC(=O)C(CCc1ccccc1)NC(=O)CN1CCOCC1)C(=O)NC(Cc1ccccc1)C(=O)NC(CC(C)C)C(=O)C1(C)CO1, C#CC1(O)CCC2C3CCC4=C(CCC(=O)C4)C3CCC21C
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: 0.569
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7855062484741211
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6807387862796834
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: -0.43968307971954346
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5165165165165165
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9980657640232108
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6169239357831994
name: Cosine Ap
verified: no, type: cosine_mcc
value: -0.030580568142810974
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 19
Created: 2025-07-30 20:09:57