Model: HassanCS/chemBERTa-tuned-on-ClinTox-using-triplet-loss
Author: HassanCS
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:118400, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:DeepChem/ChemBERTa-77M-MLM, base_model:finetune:DeepChem/ChemBERTa-77M-MLM, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: DeepChem/ChemBERTa-77M-MLM
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:118400, loss:TripletLoss
base_model: DeepChem/ChemBERTa-77M-MLM
widget: source_sentence: CC(C)C1CCC(C(=O)NC(Cc2ccccc2)C(=O)[O-])CC1
sentences: C[NH2+]CCCC1c2ccccc2C=Cc2ccccc21, 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, CC1C=CC=CCCC=CC=CC=CC=CC(OC2OC(C)C(O)C([NH3+])C2O)CC(O)C(C(=O)[O-])C(O)CC(=O)CC(O)C(O)CCC(O)CC(O)CC(O)CC(=O)OC(C)C(C)C1O, source_sentence: C[NH+]1CCCC1Cc1c[nH]c2ccc(CCS(=O)(=O)c3ccccc3)cc12
sentences: CC(C)CC([NH+](C)C)C1(c2ccc(Cl)cc2)CCC1, CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1, CC(Oc1cc(-c2cnn(C3CC[NH2+]CC3)c2)cnc1N)c1c(Cl)ccc(F)c1Cl, source_sentence: C[NH+]1C2CCC1CC(OC(c1ccccc1)c1ccccc1)C2
sentences: C[NH2+]C1C(O)C([NH2+]C)C2OC3(O)C(=O)CC(C)OC3OC2C1O, C=CC1(C)CC(OC(=O)CSC2CC3CCC(C2)[NH+]3C)C2(C)C(C)CCC3(CCC(=O)C32)C(C)C1O, 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)CC(NC(=O)C(Cc1ccc2ccccc2c1)NC(=O)C(Cc1ccc(O)cc1)NC(=O)C(CO)NC(=O)C(Cc1c[nH]c2ccccc12)NC(=O)C(Cc1c[nH]cn1)NC(=O)C1CCC(=O)N1)C(=O)NC(CCCNC(N)=[NH2+])C(=O)N1CCCC1C(=O)NCC(N)=O
sentences: C[NH2+]C1CCC(c2ccc(Cl)c(Cl)c2)c2ccccc21, C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, C[N+]1(C)CCC(=C(c2ccccc2)c2ccccc2)CC1, source_sentence: CON=C(C(=O)NC1C(=O)N2C(C(=O)[O-])=C(C[N+]3(C)CCCC3)CSC12)c1csc(N)n1
sentences: CC1CNc2c(cccc2S(=O)(=O)NC(CCC[NH+]=C(N)N)C(=O)N2CCC(C)CC2C(=O)[O-])C1, CC1C=CC=CCCC=CC=CC=CC=CC(OC2OC(C)C(O)C([NH3+])C2O)CC(O)C(C(=O)[O-])C(O)CC(=O)CC(O)C(O)CCC(O)CC(O)CC(O)CC(=O)OC(C)C(C)C1O, CC(C)C1(C(=O)NC2CC(=O)OC2(O)CF)CC(c2nccc3ccccc23)=NO1
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on DeepChem/ChemBERTa-77M-MLM
results: task: type: triplet
name: Triplet
dataset: name: all dev
type: all-dev
metrics: type: cosine_accuracy
value: 0.7135134935379028
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-02-02 15:07:24