Model: vaktibabat/with_cosreg_clustered_iterable_long
Author: vaktibabat
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:330475, loss:MNRLWithCosReg, arxiv:1908.10084, base_model:intfloat/e5-base-v2, base_model:finetune:intfloat/e5-base-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/e5-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:330475, loss:MNRLWithCosReg
base_model: intfloat/e5-base-v2
widget: source_sentence: query: where is asafoetida found
sentences: passage: Normal blood pressure at or below 120 over 80 (120/80). This is the ideal blood pressure for people wishing to have good health - more from the UK blood pressure charity What is normal?, passage: Brockway Township, Michigan. Brockway Township is a civil township of St. Clair County in the U.S. state of Michigan. As of the 2000 census, the township population was 1,900., passage: Asafoetida /aesÉËfÉtÉ¨dÉ/ Ã¦sÉËfÉtÉ¨dÉ is the dried (latex gum) oleoresin exuded from the rhizome or tap root of several species Of, ferula a perennial herb that grows 1 to.1 5 (m.3 3 to.4 9) ft. Tall the species is native to the deserts Of, iran mountains Of, afghanistan and is mainly cultivated in Nearby. indiaoday, the most commonly available form is compounded asafoetida, a fine powder containing 30% asafoetida resin, along with rice flour and gum arabic. Ferula assafoetida is a monoecious, herbaceous, perennial plant of the family Apiaceae. It grows to 2 m (6.6 ft) high, with a circular mass of 30â40 cm (12â16 in) leaves., source_sentence: query: what is the population of tacoma, wa?
sentences: passage: Bremerton is located in Kitsap County in Washington. 1  Population: 38,711. 2  Area: 32.28 sq. miles Land Area: 28.41 sq. miles. Water Area: 3.88 sq. miles. 3  Population Density: 1,199.07 people per sq. mile.  Elevation: 335.30 1  ft. Time Zone: Pacific Standard Time (GMT 2  -8) Daylight Savings:  Yes., passage: In addition to the service fee, youâll also have to factor in the cost of labor and parts. Some repairs, such as fixing a refrigerant leak, will cost anywhere between $200 and $1,500. Smaller problems like fuses and circuit breakers will run between $50 and $200.Depending on the HVAC model you have, a new thermostat can cost between $80 and $300.Additionally, you can also contact an HVAC technician for routine maintenance checkups and filter replacements. Your HVAC technician may offer a yearly rate which includes two or three pre-paid visits at a discounted fee.ost of a Service Call. The cost of a service call depends on several factors. Most HVAC technicians will charge a flat rate just to come to your home and examine your HVAC system., passage: The 2016 Tacoma, Washington, population is 207,948. There are 4,181 people per square mile (population density). The median age is 35.7. The US median is 37.4. 44.43% of people in Tacoma, Washington, are married. 15.18% are divorced., source_sentence: query: price of a vial of botox
sentences: passage: Though the BOTOXÂ® Cosmetic price paid by physicians is normally about $400 for each vial (each vial contains 100 units, or enough for about 4 or 5 treatments), the vial must be used within a few hours of opening, so if the entire vial is not used, the physician will often have to throw the rest out., passage: An Internet Service Provider (ISP) is the industry term for the company that is able to provide you with access to the Internet, typically from a computer. If you hear someone talking about the Internet and they mention their provider, they're usually talking about their ISP. Your ISP makes the Internet a possibility., passage: Nooksack, Washington. Nooksack (/ËnÊksÃ¦k/ NUUK-sak) is a city in Whatcom County, Washington, close to the border with Canada. The population was 1,338 at the 2010 census. This town shares Nooksack Valley School District with Sumas and Everson. The town is just a handful of buildings built around the highway that runs through it., source_sentence: query: how to safely cool down agar
sentences: passage: Google's GMail SMTP server is a free service for anyone who has a GMail account. You can use this free SMTP server to send emails from your favourite web application. If you donât have a GMail account, you can create one at the GMail account creation page. Then all you need to do is configure your mail client to use GMail for outgoing mail server. The details you should use are:, passage: Oakville is a census-designated place (CDP) in Napa County, California, United States. Oakville started life in the 1860s as a water stop for the steam train owned by The Napa Valley Railroad Company. The railroad, founded by early California pioneer Samuel Brannan in 1864 shuttled tourists between ferry boats that docked in Vallejo to the resort town of Calistoga., passage: Pour enough melted agar into each sterile plastic petri dish to cover the bottom - about 1/8 to 1/4 deep. Replace the lid immediately. Place agar plates on a counter top to cool and set. Agar medium will set like stiff gelatin at room temperature. The agar medium is now ready for storage or use., source_sentence: query: how big is a soccer ball?
sentences: passage: exploratory - serving in or intended for exploration or discovery; an exploratory operation; exploratory reconnaissance; digging an exploratory well in the Gulf of Mexico; exploratory talks between diplomats. explorative. nonexplorative, nonexploratory, unexplorative, unexploratory - not exploratory., passage: HVAC System Average Costs. For a 1,000 square foot home, the cost of an HVAC system is $6,000 to $12,000, including a new furnace, air conditioning unit, and ductwork. For larger homes and more complex setups, however, the price could be significantly higher. For central air-conditioning, you'll pay $3,000 to $5,000 and up for a 2,000 square foot home. A new furnace in a central heating system costs $2,500 to $7,500 or more. If you don't need ductwork, the cost of a new heating and cooling system can be significantly decreased. In cases where new HVAC duct is required, however, you might pay $1,000 to $3,000., passage: Soccer ball sizes Products Size Available Panels Circumference Weight Air Pressure Soccer Balls 5 32 -18-12-6 68 - 71 cm 400 - 450 gm 0.9 - 1.1 bar 4 32 -18-6 63.5 - 66 cm 350 - 390 gm 3 32 & 18 61 - 62 cm 320 - 350 gm Specification and Ball size Chart.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on intfloat/e5-base-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.44
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.68
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.74
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.84
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.44
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22666666666666668
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14800000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.084
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.44
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.68
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.74
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.84
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6392757963830717
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.575047619047619
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5829952722715881
name: Cosine Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: cosine_accuracy@1
value: 0.44
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.68
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.74
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.84
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.44
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22666666666666668
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14800000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.084
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.44
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.68
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.74
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.84
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6392757963830717
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.575047619047619
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5829952722715881
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-12-21 20:15:18