Model: kiarashmo/chembberta-77m-sBERT-finetuned-on-clintox-with-sBERTCosineLoss
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:CosineSimilarityLoss, arxiv:1908.10084, 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:CosineSimilarityLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: C[NH+](CC=Cc1ccccc1)Cc1cccc2ccccc12
sentences: CC12CCC3C(CCC4=CC(=O)C=CC43C)C1CCC(=O)O2, C=C1CC2CCC34CC5OC6C(OC7CCC(CC(=O)CC8C(CC9OC(CCC1O2)CC(C)C9=C)OC(CC(O)CN)C8OC)OC7C6O3)C5O4, CC(C)C1(C(=O)NC2CC(=O)OC2(O)CF)CC(c2nccc3ccccc23)=NO1, source_sentence: C[NH+](C)CCC=C1c2ccccc2Sc2ccc(Cl)cc21
sentences: CC(C)C1CCC(C(=O)NC(Cc2ccccc2)C(=O)[O-])CC1, CC(c1ncncc1F)C(O)(Cn1cncn1)c1ccc(F)cc1F, CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1, 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[NH+](C)CCc1c[nH]c2ccc(CC3COC(=O)N3)cc12, COc1cc2c(cc1OC)C1CC(=O)C(CC(C)C)C[NH+]1CC2, CC12CCC(=O)C=C1C1CC1C1C2CCC2(C)C1C1CC1C21CCC(=O)O1, 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[NH+]1CCN(C(=O)OC2c3nccnc3C(=O)N2c2ccc(Cl)cn2)CC1, CC(C)(C(=O)c1cccnc1)c1cccnc1, COc1ccc(C(=O)CC(=O)c2ccc(C(C)(C)C)cc2)cc1, source_sentence: CC(C)CNCc1ccc(-c2ccccc2S(=O)(=O)N2CCCC2)cc1
sentences: CC1CNc2c(cccc2S(=O)(=O)NC(CCC[NH+]=C(N)N)C(=O)N2CCC(C)CC2C(=O)[O-])C1, Cn1c(=O)n(-c2ccc(C(C)(C)C#N)cc2)c2c3cc(-c4cnc5ccccc5c4)ccc3ncc21, C[NH+]1CCN(C(=O)OC2c3nccnc3C(=O)N2c2ccc(Cl)cn2)CC1
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: 0.558
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9760657548904419
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6870431893687707
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: -0.056359387934207916
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5232793522267206
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6313091040236184
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.11402074042852395
name: Cosine Mcc
verified: no
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Created: 2025-07-30 20:05:44