Model: tomaarsen/NeoBERT-gooaq-8e-05
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, neobert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3011496, loss:CachedMultipleNegativesRankingLoss, custom_code, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:2101.06983, base_model:chandar-lab/NeoBERT, base_model:finetune:chandar-lab/NeoBERT, model-index, endpoints_compatible, region:us
Base models (finetune): id: chandar-lab/NeoBERT
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3011496, loss:CachedMultipleNegativesRankingLoss
base_model: chandar-lab/NeoBERT
widget: source_sentence: how much percent of alcohol is in scotch?
sentences: Our 24-hour day comes from the ancient Egyptians who divided day-time into 10 hours they measured with devices such as shadow clocks, and added a twilight hour at the beginning and another one at the end of the day-time, says Lomb. "Night-time was divided in 12 hours, based on the observations of stars., After distillation, a Scotch Whisky can be anywhere between 60-75% ABV, with American Whiskey rocketing right into the 90% region. Before being placed in casks, Scotch is usually diluted to around 63.5% ABV (68% for grain); welcome to the stage cask strength Whisky., Money For Nothing. In season four Dominic West, the ostensible star of the series, requested a reduced role so that he could spend more time with his family in London. On the show it was explained that Jimmy McNulty had taken a patrol job which required less strenuous work., source_sentence: what are the major causes of poor listening?
sentences: The four main causes of poor listening are due to not concentrating, listening too hard, jumping to conclusions and focusing on delivery and personal appearance. Sometimes we just don't feel attentive enough and hence don't concentrate., That's called being idle. “System Idle Process” is the software that runs when the computer has absolutely nothing better to do. It has the lowest possible priority and uses as few resources as possible, so that if anything at all comes along for the CPU to work on, it can., No alcohol wine: how it's made It's not easy. There are three main methods currently in use. Vacuum distillation sees alcohol and other volatiles removed at a relatively low temperature (25°C-30°C), with aromatics blended back in afterwards., source_sentence: are jess and justin still together?
sentences: Download photos and videos to your device On your iPhone, iPad, or iPod touch, tap Settings > [your name] > iCloud > Photos. Then select Download and Keep Originals and import the photos to your computer. On your Mac, open the Photos app. Select the photos and videos you want to copy., Later, Justin reunites with Jessica at prom and the two get back together. ... After a tearful goodbye to Jessica, the Jensens, and his friends, Justin dies just before graduation., Incumbent president Muhammadu Buhari won his reelection bid, defeating his closest rival Atiku Abubakar by over 3 million votes. He was issued a Certificate of Return, and was sworn in on May 29, 2019, the former date of Democracy Day (Nigeria)., source_sentence: when humans are depicted in hindu art?
sentences: Answer: Humans are depicted in Hindu art often in sensuous and erotic postures., Bettas are carnivores. They require foods high in animal protein. Their preferred diet in nature includes insects and insect larvae. In captivity, they thrive on a varied diet of pellets or flakes made from fish meal, as well as frozen or freeze-dried bloodworms., An active continental margin is found on the leading edge of the continent where it is crashing into an oceanic plate. ... Passive continental margins are found along the remaining coastlines., source_sentence: what is the difference between 18 and 20 inch tires?
sentences: Alienware m17 R3. The best gaming laptop overall offers big power in slim, redesigned chassis. ... , Dell G3 15. ... , Asus ROG Zephyrus G14. ... , Lenovo Legion Y545. ... , Alienware Area 51m. ... , Asus ROG Mothership. ... , Asus ROG Strix Scar III. ... , HP Omen 17 (2019), So extracurricular activities are just activities that you do outside of class. The Common App says that extracurricular activities "include arts, athletics, clubs, employment, personal commitments, and other pursuits.", The only real difference is a 20" rim would be more likely to be damaged, as you pointed out. Beyond looks, there is zero benefit for the 20" rim. Also, just the availability of tires will likely be much more limited for the larger rim. ... Tire selection is better for 18" wheels than 20" wheels.
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
model-index: name: SentenceTransformer based on chandar-lab/NeoBERT
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: cosine_accuracy@1
value: 0.46
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.64
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.76
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14400000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.43
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.62
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.68
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.73
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.592134936685869
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5606666666666666
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5501347879979241
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.32
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.58
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.68
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.74
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.32
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.19333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.136
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07400000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.32
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.58
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.68
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.74
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5415424816174165
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4768333333333334
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.49019229786708785
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: 0.39
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.61
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.69
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.75
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.39
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.20666666666666667
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07700000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.375
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.68
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.735
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5668387091516427
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.51875
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.520163542932506
name: Cosine Map@100
verified: no
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Created: 2025-03-03 07:59:47