Model: tomaarsen/bert-base-uncased-cnn
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss, 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:CosineSimilarityLoss
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: A man is speaking.
sentences: A man is talking on a phone., The boy is jumping into a lake., A cat is pouncing on a trampoline., source_sentence: A woman is reading.
sentences: A woman is writing something., A woman is applying eye shadow., A tiger is walking around his cage., source_sentence: A baby is laughing.
sentences: The baby laughed in his car seat., A green bus drives down a road., A woman is applying eye shadow., source_sentence: A man jumping rope
sentences: A man is climbing a rope., The boy is jumping into a lake., Two women sitting in lawn chairs., source_sentence: A person makes fire.
sentences: The person is starting a fire., Blast on Indian train kills one, An animal is chewing on something.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 1.1600350080390396
energy_consumed: 0.002984381371948278
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: 0.014
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: 0.8517529845876077
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8524623532914918
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.800899823827701
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8051568979113306
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8006826117948451
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8053116182840467
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7449289216960278
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7558824436512839
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8517529845876077
name: Pearson Max
verified: no, type: spearman_max
value: 0.8524623532914918
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.83020870287088
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.823188318981985
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8082481232573683
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8009567692854708
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8074730784388158
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8001358594920889
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7172194732542608
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7095712222240558
name: Spearman Dot
verified: no, type: pearson_max
value: 0.83020870287088
name: Pearson Max
verified: no, type: spearman_max
value: 0.823188318981985
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 178
Created: 2024-04-25 15:46:08