Model: HassanCS/chemBERTa-tuned-on-ClinTox-4
Author: HassanCS
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:35520, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, 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:35520, loss:MultipleNegativesRankingLoss
base_model: DeepChem/ChemBERTa-77M-MLM
widget: source_sentence: C[NH+]1CCC(CN2c3ccccc3Sc3ccccc32)C1
sentences: CC(C)CN(CC(O)C(Cc1ccccc1)NC(=O)OC1COC2OCCC12)S(=O)(=O)c1ccc(N)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, C=C1c2cccc([O-])c2C(=O)C2=C([O-])C3(O)C(=O)C(C(N)=O)=C([O-])C([NH+](C)C)C3C(O)C12, source_sentence: CC(C)(C)[NH2+]CC(O)COc1ccccc1C1CCCC1
sentences: C[NH2+]C1C(OC2C(OC3C(O)C(O)C(NC(N)=[NH2+])C(O)C3NC(N)=[NH2+])OC(C)C2(O)C=O)OC(CO)C(O)C1O, CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1, CC1C[NH+](CC(Cc2ccccc2)C(=O)NCC(=O)[O-])CCC1(C)c1cccc(O)c1, source_sentence: CC1CC2C3CCC4=CC(=O)C=CC4(C)C3(F)C(O)CC2(C)C1(OC(=O)c1ccccc1)C(=O)CO
sentences: CC1CC=CC=CC=CC=CC(OC2OC(C)C(O)C([NH3+])C2O)CC2OC(O)(CC(O)CC3OC3C=CC(=O)O1)CC(O)C2C(=O)[O-], C=CC1(C)CC(OC(=O)CSC2CC3CCC(C2)[NH+]3C)C2(C)C(C)CCC3(CCC(=O)C32)C(C)C1O, CC(C)C(CN1CCC(C)(c2cccc(O)c2)C(C)C1)NC(=O)C1Cc2ccc(O)cc2CN1, source_sentence: CC(C)[NH2+]CC1CCc2cc(CO)c([N+](=O)[O-])cc2N1
sentences: CC(Cc1cc2c(c(C(N)=O)c1)N(CCCO)CC2)[NH2+]CCOc1ccccc1OCC(F)(F)F, 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, COc1ccccc1Oc1c([N-]S(=O)(=O)c2ccc(C(C)(C)C)cc2)nc(-c2ncccn2)nc1OCCO, source_sentence: COc1ccc(C(=O)CC(=O)c2ccc(C(C)(C)C)cc2)cc1
sentences: C[N+]1(C)CCC(=C(c2ccccc2)c2ccccc2)CC1, CC#CCC(C)C(O)C=CC1C(O)CC2CC(=CCCCC(=O)[O-])CC21, C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4
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: 0.7844594594594595
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 117
Created: 2025-02-02 18:23:51