Model: Naveen20o1/UAE_Large_V1_nav2
Author: Naveen20o1
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1100, loss:CoSENTLoss, arxiv:1908.10084, base_model:WhereIsAI/UAE-Large-V1, base_model:finetune:WhereIsAI/UAE-Large-V1, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: WhereIsAI/UAE-Large-V1
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1100, loss:CoSENTLoss
base_model: WhereIsAI/UAE-Large-V1
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: booking_reference
sentences: Person, Person, Organization, source_sentence: supply
sentences: Time, Quantity, Person, source_sentence: spouse
sentences: ID, Person, Person, source_sentence: blood_type
sentences: Person, Geographical, Organization, source_sentence: account_id
sentences: ID, Organization, Quantity
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on WhereIsAI/UAE-Large-V1
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8924660010011639
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8235197032172585
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8606201562664572
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8165407226815192
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8607526008409677
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8151449265743713
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8740992356806746
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8339881740208678
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8924660010011639
name: Pearson Max
verified: no, type: spearman_max
value: 0.8339881740208678
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev test
type: sts-dev_test
metrics: type: pearson_cosine
value: 0.7742742031598305
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7349811537106432
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8011822405747617
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7482240573811053
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7973589089683236
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7482240573811053
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7745895614088659
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7482240573811053
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8011822405747617
name: Pearson Max
verified: no, type: spearman_max
value: 0.7482240573811053
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-06-17 13:47:47