Model: pierreinalco/custom-v1
Author: pierreinalco
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, dataset_size:10K<n<100K, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:10K<n<100K, loss:CosineSimilarityLoss
base_model: distilbert/distilbert-base-uncased
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: The long jump pit had to be raked after every few attempts.
sentences: The high jumper cleared the bar on his first attempt., Chemists use quantum mechanics to predict electron behavior and molecular bonding., Eczema frequently appears as inflamed, tender spots on several parts of the body., source_sentence: Street art transforms empty rural barns into lively murals.
sentences: Traditional folk music plays a significant role in preserving a community's history., [SYNTAX] The saxophone offers the high-pitched, thrilling elements in a jazz trio., Atmospheric pressure decreases as you move higher above sea level., source_sentence: Proteins are synthesized through the process of translation.
sentences: Molecular genetics studies the structure and function of genes at a molecular level., The mathematics lecture is a compelling method for introducing integral equations., The correlation between air pollution and increased mortality rates is well-documented.  , source_sentence: [SYNTAX] A barometer is used to measure atmospheric pressure.
sentences: [SYNTAX] Colonialism is a primary subject in several political science research papers., [SYNTAX] Ordinary urban walls are turned into vibrant masterpieces by street art., Email remains a significant device for academic and fictional correspondence., source_sentence: Salinity gradients in oceans affect local wildlife habitats.
sentences: The distribution of wildlife in different habitats has fascinated ecologists for decades., [SYNTAX] Bioenergy plants can convert agricultural waste into valuable electricity., Proper management of irrigation schedules is crucial for crop health.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: custom dev
type: custom-dev
metrics: type: pearson_cosine
value: 0.9117000984572255
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8442193394453843
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9156511082976959
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8440889792296263
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9159884478218315
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8445673615230997
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9046139794819923
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8327655787489855
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9159884478218315
name: Pearson Max
verified: no, type: spearman_max
value: 0.8445673615230997
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: custom test
type: custom-test
metrics: type: pearson_cosine
value: 0.919801732989496
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8500534773438543
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9282084953416339
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8493690342081703
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9284184436823353
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.849759760833697
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9141474471982576
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8410969822964006
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9284184436823353
name: Pearson Max
verified: no, type: spearman_max
value: 0.8500534773438543
name: Spearman Max
verified: no
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Created: 2024-06-18 02:51:07