Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-bace-with-sBERTBatchAllTripletLoss
Author: kiarashmo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1390, loss:BatchAllTripletLoss, 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:1390, loss:BatchAllTripletLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: CN1C(=O)C(c2ccc(OC(F)F)cc2)(c2cccc(C#CC3CCCCC3)c2)N=C1N
sentences: COc1ccc(C2(c3cccc(-c4cccnc4)c3)N=C(N)N(C)C2=O)cc1OC1CCCC1, Cc1ccccc1-c1ccc2nc(N)c(CC(C)C(=O)NCc3cccnc3)cc2c1, COc1c(C)cc(C2(c3cccc(-c4cncnc4)c3)N=C(N)c3c(F)cccc32)nc1C, source_sentence: NC1=[NH+]C(c2ccc(OC(F)(F)F)cc2)(c2cccc(CCC3CC3)c2)C2=NCCCN21
sentences: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(-c3ccoc3)c2)CCCCC1, CS(=O)(=O)N(c1cccnc1)c1cccc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]Cc2cccc(C(F)(F)F)c2)c1, CC1(c2cc(NC(=O)c3ncc(Cl)cn3)ccc2F)N=C(N)OCC1(F)F, source_sentence: CCNc1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]C2CCc3ccc(OC)cc32)cc(N2CCCCS2(=O)=O)c1
sentences: NC1=NC(c2ccncc2)(c2cccc(-c3cccnc3)c2)C2=NCCCN12, CS(=O)(=O)N(c1ccccc1)c1cccc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]C2CCCCC2)c1, 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: CCc1cn2c3c(cc(C(=O)NC(Cc4ccccc4)C(O)C[NH2+]C4CC4)cc13)OS(=O)(=O)CC2
sentences: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cnn(CC(C)(C)C)c2)CC1, Nc1cccc(Cn2c(-c3ccc(Oc4cccnc4)cc3)ccc2-c2ccccc2Cl)n1, CC1(c2cc(NC(=O)c3ccc(Cl)cn3)ccc2F)COCCC(N)=N1, source_sentence: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(-c3cscn3)c2)CCCCC1
sentences: COc1ccc(C2(c3cccc(-c4cccnc4)c3)N=C(N)N(C)C2=O)cc1C1CCCC1, CC(C)c1cccc(C[NH2+]CC(O)C2Cc3cccc(c3)OCCCCNc3cc(cc(N4C=COC4)c3)C(=O)N2)c1, CC1(C)Cc2cc(Cl)ccc2C(NC(Cc2ccccc2)c2nc3ccncc3c(=O)[nH]2)=N1
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: 0.597
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: -0.05090609937906265
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6744027303754266
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: -0.621344804763794
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5124481327800829
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9860279441117764
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6063457316134785
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.11848211244712135
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 24
Created: 2025-07-30 14:04:43