Model: tomaarsen/bert-base-uncased-nli-v1
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, loss:SoftmaxLoss, en, arxiv:1908.10084, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:SoftmaxLoss
base_model: google-bert/bert-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 guy is dead
sentences: The dog is dead., The man is training the dog., People gather for an event., source_sentence: the boy is five
sentences: The girl is five years old., A man sits in a hotel lobby., The man is laying on the couch., source_sentence: a guy is waxing
sentences: A woman is making music., A girl is laying in the pool, She is the boy's aunt., source_sentence: Dog herding cows
sentences: A woman is walking her dog., Both people are standing up., The women are friends., source_sentence: There is a party
sentences: people take pictures, A man is repainting a garage, the crew all ate lunch alone
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 3.4540412355858656
energy_consumed: 0.008886090721390334
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: 0.049
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on google-bert/bert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.5998264726332272
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6439392261876368
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6232915971361167
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6407370027700541
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.6204725584722414
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6394239914170929
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4799617911944018
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4939854901099171
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6232915971361167
name: Pearson Max
verified: no, type: spearman_max
value: 0.6439392261876368
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.5516604742812986
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.5840596347673308
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5842488902993314
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.5886614741524346
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.582443715857982
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.5869827075201962
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4054565422297012
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.40476618101346834
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5842488902993314
name: Pearson Max
verified: no, type: spearman_max
value: 0.5886614741524346
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 143
Created: 2024-05-02 07:42:15