Model: tomaarsen/ModernBERT-base-msmarco-margin-mse
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:10000, loss:MarginMSELoss, en, dataset:tomaarsen/msmarco-Qwen3-Reranker-0.6B, arxiv:1908.10084, arxiv:2010.02666, base_model:answerdotai/ModernBERT-base, base_model:finetune:answerdotai/ModernBERT-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: answerdotai/ModernBERT-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:10000, loss:MarginMSELoss
base_model: answerdotai/ModernBERT-base
widget: source_sentence: driving distance miami to fort lauderdale
sentences: This Distance calculator provides both the by air, and by road distance between cities in both miles and kms, along with a map and driving directions â please scroll down to see it, and a little further for the city to city driving directions. This is the by air, as the crow flies distance between the two cities., Driving distance from Fort Lauderdale, FL to Miami, FL. The total driving distance from Fort Lauderdale, FL to Miami, FL is 27 miles or 43 kilometers. Your trip begins in Fort Lauderdale, Florida. It ends in Miami, Florida. If you are planning a road trip, you might also want to calculate the total driving time from Fort Lauderdale, FL to Miami, FL so you can see when you'll arrive at your destination., The total driving distance from Fort Lauderdale to Miami Beach, FL is 32 miles. It can take 1 hour to 1.5 hours depending on how bad the traffic is or in rush hour. Or 11.30 at night it may be 1 hour, but will be less 1 hour., Distance Between Cordova Tennessee United States and Memphis International Airport (MEM) Tennessee United States, flight and driving distances and airport information. Distance calculator., Distance Map Info. Optimal route map between New Smyrna Beach, FL and Melbourne, FL. This route will be about 75 Miles. The driving route information(distance, estimated time, directions), flight route, traffic information and print the map features are placed on the top right corner of the map., Driving distance from Fort Lauderdale, FL to Miami, FL. The total driving distance from Fort Lauderdale, FL to Miami, FL is 27 miles or 43 kilometers.Your trip begins in Fort Lauderdale, Florida. It ends in Miami, Florida.ou can also calculate the cost of driving from Fort Lauderdale, FL to Miami, FL based on current local fuel prices and an estimate of your car's best gas mileage., There are 25.15 miles from Miami to Fort Lauderdale in north direction and 29.11 miles (46.85 kilometers) by car, following the I-95 route. Miami and Fort Lauderdale are 31 minutes far apart, if you drive non-stop. This is the fastest route from Miami, FL to Fort Lauderdale, FL. The halfway point is Aventura, FL., Need to know towns or cities within a specific radius of other places try this Towns within a Radius of Treasure Island tool. The distance between Treasure Island and St Augustine in a straight line is 172 miles or 276.75 Kilometers., Distance calculator helps you to find the distance between cities and calculate the flying and driving distance in both kilometers and miles. Distance Calculator Distance calculator is a tool for calculating distance between cities or places on map., source_sentence: datsun 1200 starter motor diagram
sentences: Here you will find scans of the original wiring diagram for the 1971, 1972, and 1973 Datsun 1200. 1971 Datsun 1200 Wiring Diagram. 1972 Datsun 1200 Wiring Diagram. 1973 Datsun 1200 Wiring Diagram., Free Universal VIN decoder to check vehicle data and history. This is a universal VIN decoder. Every car has a unique identifier code called a VIN. This number contains vital information about the car, such as its manufacturer, year of production, the plant it was produced in, type of engine, model and more., This review is from: Powerhorse Portable Generator with Electric Start - 9000 Surge Watts, 7250 Rated Watts (Misc.) Update Jan. 4, 2012... I found out the motor for this generator is manufactured by a company called Ducar. I found this out by speaking with a customer Service rep at Northern Tool., Starter Motor. The engine starter is an electrical motor that is bolted to the engine crankcase. The starter turns the engine flywheel teeth with the teeth on the starter motor plunger which starts the riding lawnmower engine. Once the battery, electrical connectors, wiring and starter solenoid have been tested and are functioning properly, the problem likely lies with the engine starter motor., Datsun is a Japanese car manufacturer that produced a great number of cars, starting with the first Datsun model in 1931 and on until the brand was discontinued in 1983. The Datsun brand became particularly famous because of one of their sports cars, the Fairlady model. Headquartered in Japan, Datsun was absorbed by another Japanese carmaker, Nissan, and the Datsun models were rebadged as Nissanâs from 1983 onwards., Datsun is an automobile brand owned by Nissan. Datsun's original production run began in 1931. From 1958 to 1986, only vehicles exported by Nissan were identified as Datsun. By 1986 Nissan had phased out the Datsun name, but re-launched it in 2013 as the brand for low-cost vehicles manufactured for emerging markets., The dial reading should be 12 volts or more. Work the starter switch, and the reading should fall, but not below 10.5 volts. If the reading does not fall, there is a fault in the ignition-switch circuit or in the solenoid., echo dot. Controls lights, fans, switches, thermostats, garage doors, sprinklers, and more with compatible connected devices. Connects to speakers or headphones through Bluetooth or 3.5 mm stereo cable to play music., Acura TSX vs Honda Accord. Compare price, expert/user reviews, mpg, engines, safety, cargo capacity and other specs at a glance., source_sentence: what primary plant tissue is involved in transport of minerals
sentences: The ground tissue comprises the bulk of the primary plant body. Parenchyma, collenchyma, and sclerenchyma cells are common in the ground tissue. Vascular tissue transports food, water, hormones and minerals within the plant. Vascular tissue includes xylem, phloem, parenchyma, and cambium cells. Two views of the structure of the root and root meristem., Â· just now. Report Abuse. 1.Water transport-in xylem from the roots up the plant. A passive process = transpiration 2.Sugar transport-sucrose is the main sugar transported in phloem from leaves up and down the plant. An active process-needs ATP.Process called translocation Look up transpiration and translocation Discuss the cells used in each, the direction and the mechanism. Peter S Â· 6 years ago.ugar i.e. glucose is produced in leaves (green parts of the plant) and it is transported to other parts of the plants such as reproductive organs, fruits and seeds, roots and stem (growing tips etc) through phloem tissue. Xylems are made up of dead cells while phloem tissue is made up of living cells., 1 of 6. Plants have tissues to transport water, nutrients and minerals. Xylem transports water and mineral salts from the roots up to other parts of the plant, while phloem transports sucrose and amino acids between the leaves and other parts of the plant. Xylem and phloem in the centre of the plant root., Xylem is one of two types of vascular tissues found in plant (the other being Phloem). The word Xylem is derived from the Greek for wood. The xylem is responsible for the transport (translocation) of water and soluble mineral nutrients from the roots throughout the plant, this facilitates the replacement of water lost during transpiration and photosynthesis., Various vascular tissues in the root allow for transportation of water and nutrients to the rest of theplant.Plant cells have a cell wall to provide support, a large vacuole for storage of minerals, food, andchloroplasts where photosynthesis takes place., The function of the phloem tissue is to transport food nutrients such as glucose and amino acids from the leaves and to all other cells of the plant, this is called translocation., Plants have tissues to transport water, nutrients and minerals. Xylem transports water and mineral salts from the roots up to other parts of the plant, while phloem transports sucrose and amino acids between the leaves and other parts of the plant. Xylem and phloem in the centre of the plant root, Seed plants contain 2 types of vascular tissue (xylem & phloem) to help transport water, minerals, & food throughout the root & shoot systems.Plant cells have several specialized structures including a central vacuole for storage, plastids for storage of pigments, and a thick cell wall of cellulose.lants have 3 tissue systems --- ground, dermal, and vascular tissues. Plant tissues make up the main organs of a plant --- root, stem, leaf, & flower., This article is about vascular tissue in plants. For transport in animals, see Circulatory system. Vascular tissue is a complex conducting tissue, formed of more than one cell type, found in vascular plants. The primary components of vascular tissue are the xylem and phloem. These two tissues transport fluid and nutrients internally. There are also two meristems associated with vascular tissue: the vascular cambium and the cork cambium. All the vascular tissues within a particular plant together constitute the vascular tissue system of that plant. The cells in vascular tissue are typically long and slender. Since the xylem and phloem function in the conduction of water, minerals, and nutrients throughout the plant, it is not surprising that their form should be similar to pipes., source_sentence: Julia name meaning
sentences: In American the meaning of the name Julie is: Young. French Meaning: The name Julie is a French baby name. In French the meaning of the name Julie is: Downy. French form of Julia. Also can be a feminine form of Julian: Youthful., Jelisa Name Meaning. You are honest, benevolent, brilliant and often inventive, full of high inspirations. You are courageous, honest, determined, original and creative. You are a leader, especially for a cause., The name Julius is of Latin and Greek origin. The meaning of Julius is downy-bearded, soft haired, implying youthful. Julius is generally used as a boy's name. It consists of 6 letters and 3 syllables and is pronounced Ju-li-us., The name Julia is a Greek baby name. In Greek the meaning of the name Julia is: Downy. Hairy. Derived from the clan name of Roman dictator Gaius Julius Caesar. Latin Meaning: The name Julia is a Latin baby name., The name Julia is an American baby name. In American the meaning of the name Julia is: Youthful. Swedish Meaning: The name Julia is a Swedish baby name. In Swedish the meaning of the name Julia is: Youth.Greek Meaning: The name Julia is a Greek baby name. In Greek the meaning of the name Julia is: Downy. Hairy. Derived from the clan name of Roman dictator Gaius Julius Caesar.Latin Meaning: The name Julia is a Latin baby name.In Latin the meaning of the name Julia is: Young. The feminine form of Julius. A character in Shakespeare's play 'Two Gentlemen of Verona'. Shakespearean Meaning: The name Julia is a Shakespearean baby name.he name Julia is a Latin baby name. In Latin the meaning of the name Julia is: Young. The feminine form of Julius. A character in Shakespeare's play 'Two Gentlemen of Verona'., The meaning of Julius is Downy-bearded youth. Its origin is Variant of the Roman name Iulius. Julius is a form of Iulius and is generally pronounced like JOO lee es. This name is mostly being used as a boys name. Last year it ranked 312th in the U.S. Social Security Administration list of most popular baby boy names. Show popularity chart., What does Julianna mean? Julianna [ju-lian-na] as a name for girls is a Latin name, and Julianna means youthful; Jove's child. Julianna is a version of Juliana (Latin): feminine of Julius. Associated with: youthful. Juliannaâ² has 1 variant: Julieanna., The name Jelena is a Russian baby name. In Russian the meaning of the name Jelena is: Shining light. SoulUrge Number: 11. Expression Number: 2. People with this name have a deep inner desire to inspire others in a higher cause, and to share their own strongly held views on spiritual matters., The name Julia is a Latin baby name. In Latin the meaning of the name Julia is: Young. The feminine form of Julius. A character in Shakespeare's play 'Two Gentlemen of Verona'.he name Julia is a Latin baby name. In Latin the meaning of the name Julia is: Young. The feminine form of Julius. A character in Shakespeare's play 'Two Gentlemen of Verona'., source_sentence: what does ly mean in a blood test
sentences: According to the Hormone-Refractory Prostate Cancer Association, LY on a blood test stands for lymphocytes. The number in the results represents the percentage of lymphocytes in the white blood count. Lymphocytes should count for 15 to 46.8 percent of white blood cells. Continue Reading., FROM OUR EXPERTS. Trace lysed blood refers to a finding that is usually reported from a urinary dip stick analysis. It implies that there is a small quantity of red cells in the urine that have broken open. The developer on the dip stick reacts with the hemoglobin that is released when the red cells are lysed., Does anybody know what LM and TFT in blood testing is please? Does anybody know what LM and TFT in blood testing is please? TFT is Thyroid Function Tests , usually done as a series of tests for TSH (Thyroid-stimulating hormone) and for the T3 (Triiodothyronine) and T4 ( Thyroxine), which are the hormones produced by the thyroid gland., Uses. A blood lipid test measures the levels of HDL (high-density lipoprotein) cholesterol and LDL (low-density lipoprotein) cholesterol in the blood as well as triglycerides. These results can help doctors determine patients' health status., It is found in almost all body tissues and can be measured by a simple blood test. Normal LDH levels are generally low and range between 140 IU/liter to 333 IU/ liter. Low LDH levels are usually no cause for concern. However, elevated LDH levels may indicate cell damage., Usually, an LFT blood test measures the amount of bilirubin in the blood. Bilirubin is released when red blood cells breakdown, and it is the liver that detoxifies the bilirubin and helps to eliminate it from the body. Bilirubin is a part of the digestive juice, bile, which the liver produces., Medical Definition of LYE. 1. : a strong alkaline liquor rich in potassium carbonate leached from wood ashes and used especially in making soap and washing; broadly: a strong alkaline solution (as of sodium hydroxide or potassium hydroxide). 2.: a solid caustic (as sodium hydroxide).edical Definition of LYE. 1. : a strong alkaline liquor rich in potassium carbonate leached from wood ashes and used especially in making soap and washing; broadly: a strong alkaline solution (as of sodium hydroxide or potassium hydroxide). 2. : a solid caustic (as sodium hydroxide)., FROM OUR COMMUNITY. Hi Terry, The LY (Lymphocytes) in your blood test is; the type of white blood cell found in the blood and lymph systems; part of the immune system. BUN/CREAT - Bun and Creatinine are tests done to monitor kidney function. I'm sorry, but I've never heard of the other 2., The Lactic Acid Plasma Test, or Lactate Test, measures the amount of lactate in the blood to determine if a patient has lactic acidosis.he test may be ordered at prescribed intervals to monitor lactate levels. The Lactate Test is also known as Lactic Acid, Plasma Lactate, and L-Lactate. Patients will be instructed to fast prior to this blood test and be in a resting state.
datasets: tomaarsen/msmarco-Qwen3-Reranker-0.6B
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: ModernBERT-base finetuned on MSMARCO via distillation
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: msmarco eval 1kq 1kd
type: msmarco-eval-1kq-1kd
metrics: type: cosine_accuracy@1
value: 0.781
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.887
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.917
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.943
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.781
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29566666666666663
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18340000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09430000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.781
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.887
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.917
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.943
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8655823808772907
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8404488095238101
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8423984809497023
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.28
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.36
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.56
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09333333333333332
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.07200000000000001
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05600000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.28
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.36
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.56
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3024724428473199
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.22331746031746025
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.23964016128375398
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: cosine_accuracy@1
value: 0.12
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.16
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.24
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.34
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.05999999999999999
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.068
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.068
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.002236456626220743
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.002789859912543284
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.010512144339555038
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.03263772196662673
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.07431301845929561
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.16880158730158734
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.021674198565261597
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: cosine_accuracy@1
value: 0.06
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.16
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.24
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.06
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.039999999999999994
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.036000000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.026000000000000006
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.04
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.08
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.13
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.21
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.11989547330112625
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.10407936507936508
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.10392112551414794
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: 0.09333333333333334
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.18000000000000002
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.25333333333333335
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.38000000000000006
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.09333333333333334
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06444444444444443
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.05866666666666667
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05000000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.04741215220874025
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.1209299533041811
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.16683738144651836
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.2675459073222089
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.1655603115359139
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1653994708994709
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.12174516178772117
name: Cosine Map@100
verified: no
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Created: 2025-07-18 16:55:29