Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-bace-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: NC1=[NH+]C(c2ccc(OC(F)(F)F)cc2)(c2cccc(-c3cccnc3F)c2)C2=NCCCCN21
sentences: CCCCNC(=O)NCc1ccc(CN2C(=N)NC(CCC3CCCCC3)(CC3CCCCC3)C2=O)cc1, Cc1ccccc1-c1ccc2nc(N)c(CC(C)C(=O)NCc3cncs3)cc2c1, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C(C)(C)C)c2)CCC(Nc2cccnc2)CC1, source_sentence: CC1(c2cc(NC(=O)c3ncc(Cl)cn3)ccc2F)N=C(N)OCC1(F)F
sentences: COc1c(C)cc(C2(c3cccc(-c4cncnc4)c3)N=C(N)c3c(F)cccc32)nc1C, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C(C)(C)C)c2)CCOCC1, CCNc1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]C2CC2)cc2c1CCCS(=O)(=O)N2C, source_sentence: CC(C)(C)c1cccc(C[NH2+]C2CS(=O)(=O)CC(Cc3cc(F)c(N)c(OC4COC4)c3)C2O)c1
sentences: C#CC[NH2+]CC(O)C(Cc1ccccc1)NC(=O)c1cc2c3c(c1)c(CC)cn3CCS(=O)(=O)O2, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C(C)(C)C)c2)CCC(=O)NC1, CC1(c2cc(NC(=O)c3ncc(Cl)cn3)ccc2F)N=C(N)OCC1(F)F, source_sentence: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(-c3ccoc3)c2)CCCCC1
sentences: CCCCNC(=O)NCc1ccc(CN2C(=N)NC(CCC3CCCCC3)(CC3CCCCC3)C2=O)cc1, C#CC[NH2+]CC(O)C(Cc1ccccc1)NC(=O)c1cc2c3c(c1)c(CC)cn3CCS(=O)(=O)O2, COc1cccc(C[NH2+]CC(O)C(Cc2ccccc2)NC(=O)C(CCc2ccccc2)N2CCC(CC3CC3)(NC(C)=O)C2=O)c1, source_sentence: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C(C)(C)C)c2)CCC(=O)CC1
sentences: NC1=[NH+]C(c2ccc(OC(F)(F)F)cc2)(c2cccc(-c3cccnc3F)c2)C2=NCCCCCN21, CC(C)(C)c1cccc(C[NH2+]C2CS(=O)(=O)CC(Cc3cc(F)c(N)c(-c4ccco4)c3)C2O)c1, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C3CCOC3)c2)CCOCC1
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: 0.529
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7116256356239319
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6684456304202802
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: -0.3920043408870697
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5020040080160321
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.5380962889460417
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.044855770111421625
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 18
Created: 2025-07-30 14:14:52