Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-clintox-with-sBERTBatchHardTripletLoss
Author: kiarashmo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:2184, loss:BatchHardTripletLoss, 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:2184, loss:BatchHardTripletLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1
sentences: C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, C[NH+](C)CCC=C1c2ccccc2CCc2ccccc21, CC(C)Cn1cnc2c(N)nc3ccccc3c21, source_sentence: COC(=O)NC(C(=O)NC(Cc1ccccc1)C(O)CN(Cc1ccc(-c2ccccn2)cc1)NC(=O)C(NC(=O)OC)C(C)(C)C)C(C)(C)C
sentences: C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, C[NH+]1CCCC(CC2c3ccccc3Sc3ccccc32)C1, C[NH2+]C1(c2ccccc2Cl)CCCCC1=O, source_sentence: C[NH+]1CC(C(=O)NC2(C)OC3(O)C4CCCN4C(=O)C(Cc4ccccc4)N3C2=O)CC2c3cccc4[nH]cc(c34)CC21
sentences: C[NH+](C)CCC=C1c2ccccc2COc2ccc(CC(=O)[O-])cc21, C[NH+]1CCC(=C2c3ccccc3CCn3c(C=O)c[nH+]c32)CC1, COC(=O)NC(C(=O)NC(Cc1ccccc1)C(O)CN(Cc1ccc(-c2ccccn2)cc1)NC(=O)C(NC(=O)OC)C(C)(C)C)C(C)(C)C, source_sentence: C[NH2+]CCCC12CCC(c3ccccc31)c1ccccc12
sentences: C[N+]1(C)CCC(=C(c2ccccc2)c2ccccc2)CC1, CC(CN1CC(=O)NC(=O)C1)[NH+]1CC(=O)NC(=O)C1, C[NH+](C)CCc1c[nH]c2ccc(CC3COC(=O)N3)cc12, source_sentence: CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1
sentences: COC(=O)NC(C(=O)NC(Cc1ccccc1)C(O)CN(Cc1ccc(-c2ccccn2)cc1)NC(=O)C(NC(=O)OC)C(C)(C)C)C(C)(C)C, COc1ccc(C(=O)CC(=O)c2ccc(C(C)(C)C)cc2)cc1, 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
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: 0.579
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.5879830121994019
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6826265389876882
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.05052211508154869
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5280423280423281
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.965183752417795
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6616821465540526
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.09159597027211054
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 19
Created: 2025-07-30 20:04:06