Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-bace-with-sBERTMultipleNegativesRankingLoss
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:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, 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:MultipleNegativesRankingLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: CC1(C)Cc2cc(Cl)ccc2C(NC(Cc2ccccc2)c2nc3ccncc3c(=O)[nH]2)=N1
sentences: CC(C)(C)c1cccc(C[NH2+]C2CS(=O)(=O)CC(Cc3cc(F)c(N)c(C4CC4)c3)C2O)c1, CC1(c2cccc(NC(=O)c3ccc(Cl)cn3)c2)N=C(N)c2ccccc21, CN1C(=O)C2(CC(C)(C)Oc3ccc(C4CCCCC4)cc32)N=C1N, source_sentence: CN1C(=O)C2(CC(C)(C)Sc3ccc(-c4cncnc4)cc32)N=C1N
sentences: CCNc1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]CCC(F)(F)F)cc2c1CCCS(=O)(=O)N2C, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cnn(CC(C)(C)C)c2)CC1, CC1(c2cc(NC(=O)c3ccc(Cl)cn3)ccc2F)CCOCC(N)=N1, source_sentence: COc1ccc(C2(c3cccc(-c4cncnc4)c3)N=C(N)n3nc(C)cc32)cc1
sentences: CC1(c2cc(NC(=O)c3ccc(Cl)cn3)ccc2F)CCCOC(N)=N1, CC#Cc1ccnc(-c2cc(C3(C4CC4)N=C(C)C(N)=N3)ccc2O)c1, CS(=O)(=O)N(c1ccccc1)c1cc(C(=O)NC(Cc2ccccc2)C(O)C[NH2+]Cc2cccc(C(F)(F)F)c2)ccn1, source_sentence: CN1C(=O)C(c2ccsc2)(c2cccc(-c3cnccn3)c2)N=C1N
sentences: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(C3CCOC3)c2)CCCCC1, NC1=[NH+]C(c2cccc(-c3cccnc3F)c2)(c2ccc3c(c2)OCCO3)C2=NCCCN21, CC(C)SC(NC(=O)C(CC(O)C1COCc2cccc(c2)C(C)NC(=O)c2cc(cc(N(C)S(C)(=O)=O)c2)C(=O)N1)C(C)C)C(=O)NCc1ccccc1, source_sentence: CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(N3C(=O)C4CCC3C4)c2)CCCCC1
sentences: Cc1ccccc1-c1ccc2nc(N)c(CC(C)C(=O)NCc3ccccc3)cc2c1, CCN1CC[NH+]2CCS(=O)(=O)N(C)C3C=C(C(=O)NC(Cc4ccccc4)C(O)C[NH2+]Cc4cccc(C(F)(F)F)c4)C=C1C32, CC(=O)NC(Cc1cc(F)cc(F)c1)C(O)C[NH2+]C1(c2cccc(N3CCCCC3=O)c2)CCCCC1
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: 0.593
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9147046804428101
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6680613668061367
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.6964436769485474
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5133976420150054
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9560878243512974
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.5931773443274415
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.09252804296301154
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 21
Created: 2025-07-30 14:13:18