Model: tomaarsen/distilroberta-base-nli-v3
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, loss:GISTEmbedLoss, en, arxiv:1908.10084, arxiv:2402.16829, base_model:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:GISTEmbedLoss
base_model: distilbert/distilroberta-base
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: A woman sings.
sentences: The woman is singing., A story book is open., The men have blonde hair., source_sentence: a baby smiling
sentences: A baby is unhappy., a fireman on a ladder, Five men stand on chairs., source_sentence: The boy scowls
sentences: A boy is outdoors., a man is wearing blue, Two women are sleeping., source_sentence: There's a dock
sentences: A boat docked on a river., He is playing a song., The baby is in the crib., source_sentence: an eagle flies
sentences: A bird flying., The woman is outside., The people are sleeping.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 1.6492452883656235
energy_consumed: 0.004242955498982829
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.021
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on distilbert/distilroberta-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7695103533338594
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8046160770503588
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7673329964610834
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7756781613323356
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7718833134570839
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7784941712509205
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.22148844887336572
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.2092109979282621
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7718833134570839
name: Pearson Max
verified: no, type: spearman_max
value: 0.8046160770503588
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7270251484636511
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7463390012771995
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7295418823252019
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7198414342133578
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7347198114628469
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.724025904164009
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.19404927455056548
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.1791431711812991
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7347198114628469
name: Pearson Max
verified: no, type: spearman_max
value: 0.7463390012771995
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 117
Created: 2024-05-02 07:52:15