Model: gbyuvd/chemembed-chemselfies
Author: gbyuvd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, loss:MatryoshkaLoss, loss:CosineSimilarityLoss, chemistry, biology, drug-discovery, herbal, coconutdb, chembl34, selfies, drugs, molecules, compounds, arxiv:1908.10084, arxiv:2205.13147, base_model:gbyuvd/chemselfies-base-bertmlm, base_model:finetune:gbyuvd/chemselfies-base-bertmlm, license:cc-by-nc-sa-4.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: gbyuvd/chemselfies-base-bertmlm
Card metadata: library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:MatryoshkaLoss, loss:CosineSimilarityLoss, chemistry, biology, drug-discovery, herbal, coconutdb, chembl34, selfies, drugs, molecules, compounds
widget: source_sentence: [N]  [C]  [=N]  [C]  [=N]  [C]  [=C]  [Ring1]  [=Branch1]  [S]  [C]  [=C]  [C]  [Branch1]  [=Branch2]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [Ring1]  [=Branch1]  [=C]  [C]  [=C]  [Ring1]  [N]  [Ring1]  [#C]
sentences: [C]  [C]  [C]  [C]  [C@H1]  [Branch2]  [#Branch2]  [Branch2]  [N]  [C]  [=Branch1]  [C]  [=O]  [C@@H1]  [C]  [C]  [C]  [C]  [N]  [C]  [=Branch1]  [C]  [=O]  [C]  [C]  [C@H1]  [Branch2]  [=Branch1]  [S]  [N]  [C]  [=Branch1]  [C]  [=O]  [C@H1]  [Branch1]  [#Branch2]  [C]  [C]  [C]  [N]  [=C]  [Branch1]  [C]  [N]  [N]  [N]  [C]  [=Branch1]  [C]  [=O]  [C@H1]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [N]  [C]  [=Branch1]  [C]  [=O]  [C@H1]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [N]  [C]  [=Branch1]  [C]  [=O]  [C@H1]  [Branch1]  [=Branch2]  [C]  [C]  [=C]  [NH1]  [C]  [=N]  [Ring1]  [Branch1]  [N]  [C]  [=Branch1]  [C]  [=O]  [C@H1]  [Branch1]  [C]  [N]  [C]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [Ring1]  [=Branch1]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [=Branch1]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@H1]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [Ring2]  [=Branch1]  [=C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [#Branch2]  [C]  [C]  [C]  [N]  [=C]  [Branch1]  [C]  [N]  [N]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Branch2]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Branch2]  [C]  [C]  [C]  [Branch1]  [C]  [N]  [=O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Branch2]  [C]  [C]  [C]  [Branch1]  [C]  [N]  [=O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Branch2]  [C]  [C]  [C]  [Branch1]  [C]  [N]  [=O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [=Branch2]  [C]  [C]  [=C]  [NH1]  [C]  [=N]  [Ring1]  [Branch1]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Ring1]  [C]  [O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [N]  [=O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [#Branch2]  [C]  [C]  [C]  [N]  [=C]  [Branch1]  [C]  [N]  [N]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [=Branch1]  [C]  [C]  [C]  [C]  [N]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Branch1]  [C]  [C]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@@H1]  [Branch1]  [Branch2]  [C]  [C]  [C]  [=Branch1]  [C]  [=O]  [O]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@H1]  [Branch2]  [Ring1]  [Ring2]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@H1]  [Branch1]  [=Branch1]  [C]  [Branch1]  [C]  [N]  [=O]  [C@@H1]  [Branch1]  [C]  [C]  [C]  [C]  [C@@H1]  [Branch1]  [C]  [C]  [C]  [C], [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C@H1]  [C@H1]  [Branch2]  [Ring2]  [#Branch2]  [O]  [C@H1]  [C@@H1]  [Branch1]  [C]  [O]  [C@@H1]  [Branch1]  [Ring1]  [C]  [O]  [O]  [C@@H1]  [Branch2]  [Ring1]  [Branch1]  [O]  [C@H1]  [C@H1]  [Branch1]  [C]  [O]  [C@@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [C]  [O]  [O]  [C@@H1]  [Ring1]  [=Branch2]  [C]  [O]  [C@@H1]  [Ring2]  [Ring1]  [Branch1]  [O]  [O]  [C@H1]  [Branch1]  [Ring1]  [C]  [O]  [C@@H1]  [Branch1]  [C]  [O]  [C@@H1]  [Ring2]  [Ring1]  [S]  [O]  [C@@H1]  [O]  [C@H1]  [Branch1]  [Ring1]  [C]  [O]  [C@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [C]  [O]  [C@H1]  [Ring1]  [#Branch2]  [O], [C]  [C]  [=C]  [C]  [=C]  [C]  [Branch2]  [Ring1]  [Ring1]  [N]  [C]  [=Branch1]  [C]  [=O]  [C]  [O]  [C]  [=C]  [C]  [=C]  [C]  [Branch1]  [C]  [C]  [=C]  [Ring1]  [#Branch1]  [=C]  [Ring2]  [Ring1]  [C], source_sentence: [O]  [=C]  [Branch1]  [C]  [O]  [C]  [O]  [C]  [Branch2]  [O]  [=C]  [O]  [C]  [C]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [Branch2]  [#Branch2]  [#Branch2]  [C]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [Ring1]  [Branch2]  [C]  [C]  [=C]  [C]  [C]  [C]  [Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [C]  [Ring1]  [Branch2]  [Branch2]  [#Branch1]  [S]  [C]  [=Branch1]  [C]  [=O]  [O]  [C]  [O]  [C]  [C]  [Branch1]  [C]  [O]  [C]  [Branch1]  [C]  [O]  [C]  [Ring1]  [Branch2]  [O]  [C]  [O]  [C]  [Branch1]  [C]  [C]  [C]  [Branch2]  [Ring1]  [S]  [O]  [C]  [O]  [C]  [C]  [Branch1]  [C]  [O]  [C]  [Branch1]  [P]  [O]  [C]  [O]  [C]  [C]  [Branch1]  [C]  [O]  [Branch1]  [Ring1]  [C]  [O]  [C]  [Ring1]  [Branch2]  [O]  [C]  [Ring1]  [P]  [O]  [C]  [Branch2]  [Ring1]  [#Branch2]  [O]  [C]  [O]  [C]  [Branch1]  [Branch2]  [C]  [O]  [C]  [=Branch1]  [C]  [=O]  [C]  [C]  [Branch1]  [C]  [O]  [C]  [Branch1]  [C]  [O]  [C]  [Ring1]  [=N]  [O]  [C]  [Ring2]  [Ring2]  [=Branch2]  [O]  [C]  [Branch1]  [C]  [O]  [C]  [C]  [Ring2]  [=Branch1]  [Branch2]  [Ring2]  [=Branch1]  [Ring1]  [C]  [C]  [Ring2]  [#Branch1]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [Branch1]  [C]  [O]  [C]  [Branch1]  [C]  [O]  [C]  [Ring2]  [#Branch1]  [=N]  [O]
sentences: [C]  [C]  [=C]  [C]  [Branch1]  [C]  [C]  [=C]  [Branch1]  [S]  [N]  [C]  [=C]  [C]  [Branch1]  [C]  [F]  [=C]  [C]  [Branch1]  [C]  [F]  [=C]  [Ring1]  [Branch2]  [C]  [Branch1]  [C]  [C]  [=C]  [Ring1]  [P], [N]  [C]  [=N]  [C]  [=N]  [C]  [=C]  [Ring1]  [=Branch1]  [N]  [=C]  [N]  [Ring1]  [Branch1]  [C@@H1]  [O]  [C@H1]  [Branch2]  [=Branch2]  [O]  [C]  [O]  [P]  [=Branch1]  [C]  [=O]  [Branch1]  [C]  [O]  [O]  [C@H1]  [C@@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [S]  [N]  [C]  [=C]  [Branch1]  [C]  [I]  [C]  [=Branch1]  [C]  [=O]  [NH1]  [C]  [Ring1]  [Branch2]  [=O]  [O]  [C@@H1]  [Ring1]  [#C]  [C]  [O]  [P]  [=Branch1]  [C]  [=O]  [Branch1]  [C]  [O]  [O]  [C@H1]  [C@@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [S]  [N]  [C]  [=C]  [Branch1]  [C]  [F]  [C]  [=Branch1]  [C]  [=O]  [NH1]  [C]  [Ring1]  [Branch2]  [=O]  [O]  [C@@H1]  [Ring1]  [#C]  [C]  [O]  [P]  [=Branch1]  [C]  [=O]  [Branch1]  [C]  [O]  [O]  [C@H1]  [C@@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [P]  [N]  [C]  [=N]  [C]  [=C]  [Branch1]  [C]  [N]  [N]  [=C]  [N]  [=C]  [Ring1]  [#Branch1]  [Ring1]  [#Branch2]  [O]  [C@@H1]  [Ring1]  [S]  [C]  [O]  [P]  [=Branch1]  [C]  [=O]  [Branch1]  [C]  [O]  [O]  [C@@H1]  [Branch1]  [C]  [O]  [C@H1]  [Ring2]  [=Branch1]  [N]  [O], [C]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [C]  [C]  [C]  [C]  [#C]  [/C]  [=C]  [\O]  [C]  [C@@H1]  [Branch1]  [C]  [O]  [C]  [O], source_sentence: [O]  [=C]  [N]  [=C]  [Branch1]  [C]  [NH1-1]  [N]  [=C]  [C]  [Ring1]  [#Branch1]  [=N]  [C]  [NH1+1]  [Ring1]  [Branch1]  [C]  [=N]  [C]  [=C]  [N]  [Ring1]  [Branch1]  [C]  [C]  [=C]  [C]  [=C]  [Branch2]  [Ring2]  [=Branch2]  [O]  [C]  [=C]  [Ring1]  [=Branch1]  [C]  [Branch1]  [Ring1]  [O]  [C]  [=C]  [C]  [Branch2]  [Ring1]  [Ring2]  [O]  [C]  [Branch1]  [Ring2]  [C]  [Ring1]  [Branch1]  [C]  [Branch1]  [C]  [O]  [Branch1]  [C]  [C]  [C]  [C]  [C]  [C]  [O]  [=C]  [Ring2]  [Ring1]  [Ring1]  [C]  [O]  [C]  [=Branch1]  [C]  [=O]  [O]  [C]  [C]
sentences: [O]  [=C]  [Branch2]  [#Branch1]  [=Branch1]  [O]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [=C]  [C]  [S]  [S]  [C]  [C]  [N]  [Branch2]  [Branch1]  [=N]  [C]  [=Branch1]  [C]  [=O]  [C]  [C]  [=C]  [N]  [=C]  [Branch1]  [C]  [N]  [C]  [=C]  [Ring1]  [#Branch1]  [C]  [Ring2]  [Ring1]  [C]  [C]  [Ring2]  [Ring1]  [#Branch1]  [O]  [C]  [=C]  [C]  [O]  [C]  [=Branch1]  [C]  [=O]  [C]  [=Branch1]  [N]  [=C]  [C]  [=Ring1]  [#Branch1]  [C]  [=C]  [Ring1]  [O]  [C]  [Ring1]  [=C]  [C]  [Branch1]  [Ring2]  [C]  [C]  [O]  [C]  [C]  [C]  [C]  [C]  [Ring1]  [=Branch2]  [C]  [C]  [Ring2]  [Ring2]  [=Branch1]  [C]  [N]  [C]  [C]  [=Branch1]  [Ring1]  [=C]  [C]  [C], [N]  [C]  [=C]  [C]  [=C]  [Branch1]  [C]  [Cl]  [C]  [=C]  [Ring1]  [#Branch1]  [C]  [=O], [O]  [=P]  [Branch1]  [C]  [O]  [Branch1]  [C]  [O]  [O]  [P]  [=Branch1]  [C]  [=O]  [Branch1]  [C]  [O]  [O]  [C]  [C]  [=C]  [C]  [C]  [C]  [C]  [Ring1]  [=Branch1], source_sentence: [C]  [C]  [O]  [/N]  [=C]  [/C]  [N]  [Branch2]  [Ring2]  [C]  [C]  [=C]  [Branch1]  [C]  [F]  [C]  [=C]  [C]  [=Branch1]  [C]  [=O]  [C]  [Branch1]  [=Branch1]  [C]  [=Branch1]  [C]  [=O]  [O]  [=C]  [N]  [C]  [Ring1]  [#Branch2]  [=C]  [Ring1]  [#C]  [O]  [C]  [C@@H1]  [Ring1]  [=Branch1]  [C]  [C]  [C]  [Ring2]  [Ring1]  [Branch2]  [Branch1]  [C]  [C]  [C]  [N]  [C]  [C]  [C]  [Ring1]  [Ring1]
sentences: [O]  [=C]  [C@H1]  [Branch1]  [C]  [O]  [C@@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [C]  [O]  [C@H1]  [Branch1]  [C]  [S]  [C]  [O], [C]  [C]  [O]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [Ring1]  [=Branch1]  [C]  [N]  [C]  [C]  [N]  [C]  [=Branch1]  [C]  [=O]  [C]  [Ring1]  [#Branch1]  [C]  [C]  [=Branch1]  [C]  [=O]  [N]  [C]  [C]  [C]  [C]  [C]  [C]  [Ring1]  [=Branch1], [C]  [C]  [=N]  [C]  [=C]  [N]  [Ring1]  [Branch1]  [C]  [C]  [N]  [C]  [C]  [O]  [C]  [C]  [Ring1]  [=Branch1], source_sentence: [C]  [C]  [=C]  [C]  [=C]  [Branch2]  [Ring2]  [S]  [C]  [C]  [N]  [C]  [=Branch1]  [C]  [=O]  [C]  [=C]  [N]  [Branch1]  [C]  [C]  [C]  [=C]  [C]  [=C]  [Branch2]  [Ring1]  [Ring1]  [S]  [=Branch1]  [C]  [=O]  [=Branch1]  [C]  [=O]  [N]  [C]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [Ring1]  [#Branch1]  [C]  [=C]  [Ring1]  [S]  [C]  [Ring2]  [Ring1]  [Branch1]  [=O]  [C]  [=C]  [Ring2]  [Ring1]  [P]
sentences: [C]  [N]  [C]  [=N]  [C]  [Branch2]  [Branch1]  [C]  [S]  [=Branch1]  [C]  [=O]  [=Branch1]  [C]  [=O]  [N]  [Branch1]  [#Branch2]  [C]  [C]  [C]  [C]  [N]  [C]  [C]  [Ring1]  [=Branch1]  [C]  [C]  [C]  [=C]  [C]  [Branch1]  [Ring1]  [C]  [#N]  [=C]  [C]  [=C]  [Ring1]  [Branch2]  [N]  [Branch1]  [#Branch2]  [C]  [C]  [=C]  [N]  [=C]  [N]  [Ring1]  [Branch1]  [C]  [C]  [Ring2]  [Ring1]  [Ring1]  [=C]  [Ring2]  [Ring2]  [Ring1], [O]  [=C]  [Branch1]  [C]  [O]  [C]  [C]  [C]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [C]  [=C], [C]  [C]  [C]  [C]  [C@@H1]  [C]  [N]  [Branch2]  [Ring2]  [#C]  [C@H1]  [Branch1]  [S]  [C]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [C]  [Ring1]  [=Branch1]  [=C]  [Ring1]  [#Branch2]  [C]  [N]  [C]  [C]  [C]  [C]  [Ring1]  [Branch1]  [C]  [N]  [C]  [Branch1]  [C]  [N]  [=N]  [C]  [C@@H1]  [Ring1]  [=Branch1]  [C]  [C]  [=C]  [C]  [=C]  [C]  [=C]  [Ring1]  [=Branch1]  [C]  [=Branch1]  [C]  [=N]  [N]  [Ring2]  [Ring2]  [=Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [=C]  [C]  [=C]  [Branch1]  [#Branch1]  [C]  [C]  [Branch1]  [C]  [C]  [C]  [C]  [=C]  [Ring1]  [#Branch2]
model-index: name: SentenceTransformer
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: combined test
type: combined-test
metrics: type: pearson_cosine
value: 0.960544
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.951972
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.878769
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.85873
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.881126
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.86117
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.841371
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.842071
name: Spearman Dot
verified: no, type: pearson_max
value: 0.960544
name: Pearson Max
verified: no, type: spearman_max
value: 0.951972
name: Spearman Max
verified: no
base_model: gbyuvd/chemselfies-base-bertmlm
base_model_relation: finetune
license: cc-by-nc-sa-4.0
Likes: 1 | All-time downloads: 640
Created: 2024-07-23 18:10:08