Model: kiarashmo/sBERT-finetuned-on-hiv-with-contrastive
Author: kiarashmo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:30000, loss:ContrastiveLoss, 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, generated_from_trainer, dataset_size:30000, loss:ContrastiveLoss
base_model: kiarashmo/chembberta-77m-mlm-safetensors
widget: source_sentence: CS(=O)(=O)c1c(N)c2nc(Cl)cn2c2nc3ccccc3nc12
sentences: COC(=O)C1(C)C(OC)=CC(=O)C2C3CCCC3C21, O=S(=O)(O)c1cc(N=Nc2ccc(O)c3ncccc23)ccc1CCc1ccc(N=Nc2ccc(O)c3ncccc23)cc1S(=O)(=O)O.[NaH], O=C(O)c1ccccc1N=NNc1ccc(C=Cc2ccc(N=NNc3ccccc3C(=O)O)cc2S(=O)(=O)O)c(S(=O)(=O)O)c1.[NaH], source_sentence: CCN(CC)CCC1(C2CCCCC2)CCC(=O)NC1=O.Cl
sentences: CC1(C)CNCC(C)(OCc2ccccc2)C(=O)NC(C)(C)CNCC(C)(OCc2ccccc2)C(=O)N1, O=S(=O)(O)c1cc(N=Nc2ccc(S(=O)(=O)c3ccc(N=Nc4cc(S(=O)(=O)O)c5cccnc5c4O)cc3)cc2)c(O)c2ncccc12.[NaH], O=C1c2ccccc2C(=O)C12CCc1ccccc12, source_sentence: O=C(O)c1ccccc1N=NNc1ccc(C=Cc2ccc(N=NNc3ccccc3C(=O)O)cc2S(=O)(=O)O)c(S(=O)(=O)O)c1.[NaH]
sentences: COC(C(=O)OC1C(=O)N2CCC3CCCC1C32C)c1ccccc1, Cc1nnc(NC(=O)c2cc(=O)c3ccccc3o2)s1, N#CC(NC12CC3CC(CC(C3)C1)C2)c1ccc2c(c1)OCO2, source_sentence: Cl.Cn1cc(NC(=O)c2cc(NC(=O)Nc3cc(C(=O)Nc4cc(C(=O)NCCC(=N)N)n(C)c4)n(C)c3)cn2C)cc1C(=O)NCCC(=N)N
sentences: CC1(C)COC2(c3ccccc3)N(c3ccccc3)C(=O)ON12, CC(=O)OC1CC2C(C)(C)C(=O)C=CC2(C)C2CCC3(C)C(c4ccoc4)C(=O)C4OC43C12C, Cc1c(N=Nc2ccc(Br)cc2)c(=O)n(-c2ccccc2)c(=O)n1-c1nc2ccccc2[nH]1, source_sentence: CC(C)C1NC(=O)C(Cc2ccccc2)NC(=O)C2NC(=O)C(Cc3ccccc3)NC(=O)C3CCCN3C(=O)CNC(=O)C(Cc3ccccc3)NC(=O)C3CNCCCCC(C(=O)O)NC(=O)C4NC(=O)C(CC(N)=O)NC(=O)CNC(=O)C(C(O)C(=O)O)NC(=O)C(CSCC(NC(=O)C(CCC(N)=O)NC(=O)C(CCCNC(=N)N)NC(=O)C(N)CSC4C)C(=O)NC(CSC2C)C(=O)N3)NC1=O
sentences: CC1(C)CC2CC(CC(C)(C)C2=O)C1=O, CC1=CC(=O)CC2(C)CCC3CC12OC3(C)C, CCCCC(C)CCCC1=C(O)C(=CC(=O)O)OC1=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: 0.64
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.6839759349822998
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6822742474916389
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.578914999961853
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.591304347826087
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8063241106719368
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6873640895344029
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.2545517766756784
name: Cosine Mcc
verified: no
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Created: 2025-08-22 16:57:04