Model: tomaarsen/MiniLM-L6-H384-uncased-gooaq-no-asym
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3012496, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:nreimers/MiniLM-L6-H384-uncased, base_model:finetune:nreimers/MiniLM-L6-H384-uncased, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nreimers/MiniLM-L6-H384-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3012496, loss:MultipleNegativesRankingLoss
base_model: nreimers/MiniLM-L6-H384-uncased
widget: source_sentence: what is the current old age pension uk?
sentences: Unlike divorce, a legal separation does not put an end to the marriage, it enables you to live separately but remain married. ... Issues that can be addressed in a separation agreement are division of assets and debts, child custody and support, visitation schedules and spousal support., The full basic State Pension is £134.25 per week. There are ways you can increase your State Pension up to or above the full amount. You may have to pay tax on your State Pension. To get information about your State Pension, contact the Pension Service., Most often, chili seasoning is a mix of 5-8 spices including chili powder, cumin, garlic, oregano, and others. Chili seasoning is similar to homemade taco seasoning and fajita seasoning, with many of the same ingredients but has more of an emphasis on chili powder., source_sentence: how to calculate percentage of ratio?
sentences: Ratios are often expressed in the form m:n or m/n. To convert a ratio into the form of a percentage, simply divide m by n and then multiply the result by 100. For example, If the ratio is 12:4, convert it to the form 12/4, which is an equation we can solve. After that multiply the result by 100 to get the percentage., For anyone new to Roblox here's a quick explanation as to what an obby is. An obby is, quite simply, an obstacle course that you need to get around in order to complete it. They can include jumps, climbing, guessing games and trampolines to name just a few obstacles., “relative” means, with respect to a public official, an individual who is related to the public official as father, mother, son, daughter, brother, sister, uncle, aunt, first cousin, nephew, niece, husband, wife, father-in-law, mother-in-law, son-in-law, daughter-in-law, brother-in-law, sister-in-law, stepfather, ..., source_sentence: if you block someone on facebook do you lose your messages?
sentences: 1 Answer. If you block someone on Facebook or messenger, you both will not be able to each others activities and also not be able to send messages. Old conversation will be still in inbox but name of that person will not be clickable., Your hourly wage of 37 dollars would end up being about $76,960 per year in salary., Tap Download while watching a video in the YouTube app., Tap Library to find your downloads., Tap Downloads. From here, you can tap the More button (the three dots) to delete videos from your device., source_sentence: fifa 20 how to drag back?
sentences: Component is a directive which use shadow DOM to create encapsulate visual behavior called components. Components are typically used to create UI widgets. Directives is used to add behavior to an existing DOM element. Component is used to break up the application into smaller components., Enabling debug output in LWIP To enable specific debug messages in LWIP, just set the specific define value for the LWIP *_DEBUG value to " LWIP_DBG_ON". A full list of debug defines that can be enabled can be found in the opts. h file. Just copy the defines for the debug messages you want to enable into the lwipopts., Drag Back (2 Star Skill Move) The drag back has been a popular skill move in FIFA for years now, and remains highly effective in FIFA 20. Again, it's fairly simple - hold the RB or R1 button, and then push the left stick away from the direction you're facing to drag the ball backwards., source_sentence: is jordyn a boy or girl?
sentences: Gender Popularity of the Name "Jordyn" Jordyn: It's a girl! Since 1880, a total of 2,696 boys have been given the name Jordyn while 39,618 girls were named Jordyn., Temporary Infertility After Depo But not every woman will get their cycle back 5 months after the last injection. In some cases, it may take up to 22 months—or almost two years—for fertility to return after the last injection., Currently there is no research showing that juice cleanses are beneficial to weight loss or that they should be recommended at all. Even though it is possible to cut a significant amount of calories by only drinking juice, you could also be missing out on some essential nutrition - like protein, fiber and healthy fats.
datasets: sentence-transformers/gooaq
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
co2_eq_emissions: emissions: 22.00215266567056
energy_consumed: 0.056604166342520905
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: 0.206
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: MPNet base trained on AllNLI triplets
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: cosine_accuracy@1
value: 0.5589
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7234
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7801
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8456
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5589
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2411333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15602000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08456
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5589
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7234
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7801
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8456
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7000016898403962
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6536087301587268
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.659379113770559
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 66
Created: 2025-02-11 10:53:23