Model: w601sxs/b1ade-embed-distilled-from-gte-large-en-v1.5
Author: w601sxs
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:MSELoss, en, arxiv:1908.10084, arxiv:2004.09813, base_model:w601sxs/b1ade-embed, base_model:finetune:w601sxs/b1ade-embed, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: w601sxs/b1ade-embed
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:MSELoss
base_model: w601sxs/b1ade-embed
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max, negative_mse
widget: source_sentence: A man is jumping.
sentences: The man is jumping off something., Two people are posing for a photograph., two women sing opera, source_sentence: The wave is huge.
sentences: A person is surfing on a large wave., People are competing in figure skating., Cats are sleeping inside the room., source_sentence: The man is short.
sentences: There is a man vaucuming, The man did a self portrait of himself., The boys are asleep in their beds., source_sentence: A boy is bowling.
sentences: A boy is rolling a ball in a hotel hallway., PHS enrolls approximately 750 students., The older men are talking about their wives., source_sentence: A man is walking
sentences: The man is going for a walk., The station opened on 1 December 1896., The woman is alone and asleep in the car on the moon.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on w601sxs/b1ade-embed
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.6737565660591995
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7346594963661589
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.700631080294873
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7089388326911368
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7016605503100202
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7101559719602629
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7336031520397918
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7509506568007358
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7336031520397918
name: Pearson Max
verified: no, type: spearman_max
value: 0.7509506568007358
name: Spearman Max
verified: no, task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: Unknown
type: unknown
metrics: type: negative_mse
value: -21.545076370239258
name: Negative Mse
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.677225151823628
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7310810412009605
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7076654744568199
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7120808159972457
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7070890827522099
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7115055158750536
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7026111016442886
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6949199269988278
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7076654744568199
name: Pearson Max
verified: no, type: spearman_max
value: 0.7310810412009605
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 228
Created: 2024-06-04 14:55:19