Model: tomaarsen/distilroberta-base-nli-v2
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, 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:MultipleNegativesRankingLoss
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: There's a dock
sentences: A boat docked on a river., The girl is standing., The boy is sleeping., source_sentence: The boy scowls
sentences: The boy is smiling, A story book is open., Two women are sleeping., source_sentence: A bird flying.
sentences: an eagle flies, The person is amused., Two men are sleeping., source_sentence: an eagle flies
sentences: A butterfly flys freely., Two men are sleeping., Some men sleep., source_sentence: A woman sings.
sentences: The woman is singing., a man is wearing blue, The boy is sleeping.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 1.414068558007261
energy_consumed: 0.003637924574628535
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: 0.02
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: 0.7472500570689873
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7815286852337371
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7466164303556344
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7564406124153681
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7470476982963574
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7553538112024218
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.46791742113291
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.48306144010812363
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7472500570689873
name: Pearson Max
verified: no, type: spearman_max
value: 0.7815286852337371
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7145936155377322
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7188509446042572
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7144637059488601
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7051742909657058
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7150126984629757
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7054604043597239
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4317482386066799
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4292906929274994
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7150126984629757
name: Pearson Max
verified: no, type: spearman_max
value: 0.7188509446042572
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 12
Created: 2024-05-02 07:49:41