Model: bobox/E5-base-unsupervised-TSDAE-2
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:700000, loss:DenoisingAutoEncoderLoss, arxiv:1908.10084, arxiv:2104.06979, base_model:intfloat/e5-base-unsupervised, base_model:finetune:intfloat/e5-base-unsupervised, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/e5-base-unsupervised
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:700000, loss:DenoisingAutoEncoderLoss
base_model: intfloat/e5-base-unsupervised
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: in Freeview no extra therefore minimal Also the is wide decent, plus they and.
sentences: Pokémon-GX (Japanese: ポケモンGX Pokémon GX), officially written Pokémon-GX, are a variant of Pokémon in the Pokémon Trading Card Game. They were first introduced in the Sun & Moon expansion (the Collection Sun and Collection Moon expansions in Japan). Pokémon-GX have a stylized. graphic on the card name., The Cape Colony (Dutch: Kaapkolonie) was a Dutch East India Company colony in Southern Africa, centered on the Cape of Good Hope, whence it derived its name. The original colony and its successive states that the colony was incorporated into occupied much of modern South Africa., Avtex is expensive, but you get built in Freeview, Freesat and built in DVD player, which means no extra boxes, and therefore minimal wiring. Also the viewing angle is wide and a decent picture quality, plus they are light and designed for mobile use., source_sentence: as power Yes can use transmission of power steering But, sure you check the manufacturer's the a
sentences: Can you use transmission fluid as a substitute for power steering fluid? Yes, you can use transmission fluid in place of a power steering fluid. But, make sure you check the car manufacturer's recommendations before using the ATF as a substitute., how much kwh does an xbox one use?, what is the difference between demerara cane sugar and turbinado cane sugar?, source_sentence: (number 'Step: Ensure date to (and number is set Date 2 formula to add the number months start.'
sentences: Being a medical doctor is really great. It's stimulating and interesting. Medical doctors have a significant degree of autonomy over their schedules and time. Medical doctors know that they get to help people solve problems every single day., how much is an air conditioner for a house?, =EDATE(start date, number of months), Step 1: Ensure the starting date is properly formatted – go to Format Cells (press Ctrl + 1) and make sure the number is set to Date., Step 2: Use the =EDATE(C3,C5) formula to add the number of specified months to the start date., source_sentence: many days can
sentences: how many days after can you have morning after pill?, is gender an independent variable?, The current standard is about 30 days, which means that some teachers and support staff may be brought on board before the results of their criminal background check are completed. The issue, as reported in this article, is the lag time between state and federal background checks., source_sentence: ligand ion channels located?
sentences: Share on Pinterest Recent research suggests that chocolate may have some health benefits. Chocolate receives a lot of bad press because of its high fat and sugar content. Its consumption has been associated with acne, obesity, high blood pressure, coronary artery disease, and diabetes., where are ligand gated ion channels located?, Duvets tend to be warm but surprisingly lightweight. The duvet cover makes it easier to change bedding looks and styles. You won't need to wash your duvet very often, just wash the cover regularly. Additionally, duvets tend to be fluffier than comforters, and can simplify bed making if you choose the European style.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on intfloat/e5-base-unsupervised
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7651793859211248
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7524804428249002
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7393361318996702
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7326262473219208
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7402295162714656
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7335305408258518
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5002878735642248
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4986010870846151
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7651793859211248
name: Pearson Max
verified: no, type: spearman_max
value: 0.7524804428249002
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 286
Created: 2024-06-23 06:32:00