Model: vaktibabat/with_cosreg_clustered_iterable_softmax
Author: vaktibabat
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:331149, 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:331149, loss:MNRLWithCosReg
base_model: intfloat/e5-base-v2
widget: source_sentence: query: how to determine how much calcium is in water
sentences: passage: $ 62000 average per diem physical therapist physical therapist assistant salaries for job postings in altoona pa are 4 % higher than average per diem physical therapist physical therapist assistant salaries for job postings nationwide, passage: What is calcium and what does it do? Calcium is a mineral found in many foods. The body needs calcium to maintain strong bones and to carry out many important functions. Almost all calcium is stored in bones and teeth, where it supports their structure and hardness. The body also needs calcium for muscles to move and for nerves to carry messages between the brain and every body part., passage: You will use a Total Dissolved Solids (TDS) meter to determine how much calcium and magnesium you are adding to the water. The goal is to increase the TDS level around 25 mg/L above the TDS level in the RO water.How to do this is described below.dding calcium and magnesium to your RO water You need to add the mineral supplement in sufficient quantity to increase the TDS of the RO water by 20 to 30 after 24 hours with the mineral supplement in the water. For example, if your RO water has a TDS of 4 then you want it to reach between 24 and 34., source_sentence: query: at what dew point does condensation occur
sentences: passage: In the atmosphere, condensation may appear as clouds, fog, mist, dew or frost, depending upon the physical conditions of the atmosphere. Condensation is not a matter of one particular temperature but of a difference between two. Condensation of water vapour occurs when the temperature of air is lowered to its dew point. All air contains water vapour of varying quantities. The lower the air temperature, the smaller the maximum possible capacity for vapour., passage: Before you choose to enroll in a Part C (private Medicare Advantage or MA) health plan, you should check to see what costs you may have. Part C Medicare Premiums. In 2017, the estimated average monthly MA plan premium will be $31.40, but this premium may vary significantly between plans, anywhere from $0 to over $200. Remember that you must have Medicare Parts A & B to join a Medicare Advantage plan., passage: The flu (influenza) is a contagious respiratory disease caused by flu viruses. It is spread from person to person by coughing or sneezing. It can also be spread by touching contaminated surfaces. Symptoms of flu include fever* or feeling feverish/chills, cough, sore throat, runny or stuffy nose, muscle or body aches, headache, and tiredness. Nausea, vomiting, and diarrhea also can occur but are more common in children than adults., source_sentence: query: weather conditions in kingston  jamaica
sentences: passage: In 1933, the Franklin Roosevelt administration changed it back to Boulder Dam, and under Harry Truman, the permanent name of Hoover Dam was restored. Awarding of the Hoover Dam Contract. Six construction firms created a consortium call Six Company, Inc. to submit a competitive proposal to build Hoover Dam., passage: Bangladesh is one of the largest exporters of jute, and clothes. fish and vegetables are also exported a lot to middle east. Bangladesh is famous for the largest mall in south asia (13th largest in the world); Bashundhara city., passage: Other Locations Near to Kingston. The outlook for Kingston in the week ahead shows the average daytime maximum temperature will be around 37Â°C, with a high for the week of 38Â°C expected on the afternoon of Saturday 20th., source_sentence: query: drug name for calcium
sentences: passage: Ignition system. How the Ignition System Works The ignition system's main purpose is to provide the engine with the proper spark at the right time to allow the fuel/air mixture in the combustion chamber to ignite., passage: Conductivity (or specific conductance) of an electrolyte solution is a measure of its ability to conduct electricity. The SI unit of conductivity is siemens per meter (S/m).Conductivity measurements are used routinely in many industrial and environmental applications as a fast, inexpensive and reliable way of measuring the ionic content in a solution.he electrical conductivity of a solution of an electrolyte is measured by determining the resistance of the solution between two flat or cylindrical electrodes separated by a fixed distance. An alternating voltage is used in order to avoid electrolysis., passage: Calcipotriene (Dovonex) is a drug that is similar to vitamin D. Vitamin D helps your body absorb calcium. Taking calcium supplements along with calcipotriene (Dovonex) might cause the body to have too much calcium.alcium carbonate and calcium citrate are the two most commonly used forms of calcium. Calcium supplements are usually divided into two doses daily in order to increase absorption. Itâs best to take calcium with food in doses of 500 mg or less., source_sentence: query: what type of cells are cytoplasm found in
sentences: passage: Located beneath the cartilage of the lower ribs in the upper-right section of the abdomen Epigastric Region Located above the stomach and navel, between the right and left hypochondriac regions Left Hypochondriac Region Located beneath the cartilage of the lower ribs in the upper-left section of the abdomen, passage: The first adult day care centers opened in England during the 1940s and 1950s. Established by psychiatric hospitals, these centers were designed to reduce the frequency of hospital admissions. The first adult day care centers in the United States appeared during the early 1970s., passage: Cytoplasm is found in both animal and plant cells. The cytoplasm is a thick liquid residing between the cell membrane holding organelles, except for the nucleus.. - See rel â¦ ated link Prokayote organisms (those which lack a nucleus) - all the contents of the cell are contained within the cytoplasm.es. The Cytoplasm of a cell contains a rich amount of structural proteins that provide support and mobility to the intracellular organelles.
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: 0.62
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: 0.20666666666666667
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: 0.62
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: 0.6274801829376758
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5607460317460317
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5691569300582457
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: 0.62
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: 0.20666666666666667
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: 0.62
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: 0.6274801829376758
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5607460317460317
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5691569300582457
name: Cosine Map@100
verified: no
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Created: 2025-12-16 18:28:33