Model: tomaarsen/bert-base-uncased-stsb-tsdae
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1000000, loss:DenoisingAutoEncoderLoss, dataset:princeton-nlp/datasets-for-simcse, arxiv:1908.10084, arxiv:2104.06979, 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: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1000000, loss:DenoisingAutoEncoderLoss
base_model: google-bert/bert-base-uncased
widget: source_sentence: He wound up homeless in the Mission District, playing for change in the streets.
sentences: He wound up homeless, playing in streets, It line-up of professional footballers,, firefighters and survivors., A (Dakota) belonging to the Dutch Air crash-landed near Beswick (Beswick Creek now Barunga?, source_sentence: The division remained near Arkhangelsk until the beginning of August, when it was shipped across the White Sea to Murmansk.
sentences: The division remained near Arkhangelsk until the beginning of August, when it was shipped across White Sea to Murmansk., The building is and., Maxim Triesman born October) is politician banker trade union leader., source_sentence: "Leper," the last song on the album, was left as an instrumental as Jourgensen had left the studio earlier than scheduled and did not care to write any lyrics.
sentences: There produced the viral host cells processes, more suitable environment for viral replication transcription., As a the to, Leper, the song on the album was left as an as Jourgensen had left the studio scheduled and did care to any lyrics, source_sentence: Prince and princess have given Gerda her their golden coach so she can continue her search for Kay.
sentences: and princess given Gerda their golden coach so she can her search for Kay., handled the cinematography, University Hoekstra was Professor of and Department of Multidisciplinary Water., source_sentence: While the early models stayed close to their original form, eight subsequent generations varied substantially in size and styling.
sentences: While the stayed close their, eight generations varied substantially in size and, Their influence, his's own tradition, his special organization all combined to divert the young into a political career, “ U ” cross of the river are a recent
datasets: princeton-nlp/datasets-for-simcse
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
co2_eq_emissions: emissions: 556.5173349579181
energy_consumed: 1.4317326253991955
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: 4.403
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: 0.6732163313155011
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6765812652563955
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.6424591318281525
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6322331484751982
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 95
Created: 2025-01-16 19:24:29