Model: HassanCS/chemberta-clintox-tunned-3
Author: HassanCS
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4000, loss:ContrastiveLoss, arxiv:1908.10084, 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:4000, loss:ContrastiveLoss
base_model: DeepChem/ChemBERTa-77M-MLM
widget: source_sentence: C[NH+](C)CCn1nnnc1SCC1=C(C(=O)[O-])N2C(=O)C(NC(=O)Cc3csc(N)n3)C2SC1
sentences: C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, CC(O)C(O)C1CNc2[nH]c(N)nc(=O)c2N1, C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, source_sentence: CC(C)CC([NH+](C)C)C1(c2ccc(Cl)cc2)CCC1
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-], CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1, CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1, source_sentence: 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-]
sentences: CC12CC(=C[O-])C(=O)CC1CCC1C2CCC2(C)C1CCC2(C)O, CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)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: CC(C)(C(=O)[O-])c1ccc(C(O)CCC[NH+]2CCC(C(O)(c3ccccc3)c3ccccc3)CC2)cc1
sentences: C[N+]1(C)C2CC(OC(=O)C(O)(c3cccs3)c3cccs3)CC1C1OC12, Cn1c(=O)n(-c2ccc(C(C)(C)C#N)cc2)c2c3cc(-c4cnc5ccccc5c4)ccc3ncc21, 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[NH+](C)CCc1c[nH]c2ccc(Cn3cncn3)cc12
sentences: CC(C)[NH2+]CCCC1(C(N)=O)c2ccccc2-c2ccccc21, CC12CCCCCC(Cc3ccc(O)cc31)C2[NH3+], C[N+]12CCC(CC1)C(OC(=O)C(O)(c1ccccc1)c1ccccc1)C2
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 DeepChem/ChemBERTa-77M-MLM
results: task: type: binary-classification
name: Binary Classification
dataset: name: all dev
type: all-dev
metrics: type: cosine_accuracy
value: 0.5343625498007968
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.6344093680381775
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6760847628657922
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.5700407028198242
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5148565573770492
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9843290891283056
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.479108212307756
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.0754688421510425
name: Cosine Mcc
verified: no
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Created: 2025-02-03 06:38:27