Model: tomaarsen/static-bert-uncased-gooaq
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3012496, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, license:apache-2.0, model-index, co2_eq_emissions, endpoints_compatible, region:us
Card metadata: datasets: sentence-transformers/gooaq
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3012496, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: how to sign legal documents as power of attorney?
sentences: After the principal's name, write “by” and then sign your own name. Under or after the signature line, indicate your status as POA by including any of the following identifiers: as POA, as Agent, as Attorney in Fact or as Power of Attorney., From the Home screen, swipe left to Apps., Tap Transfer my Data., Tap Menu (...)., Tap Export to SD card., Ginger Dank Nugs (Grape) - 350mg. Feast your eyes on these unique and striking gourmet chocolates; Coco Nugs created by Ginger Dank. Crafted to resemble perfect nugs of cannabis, each of the 10 buds contains 35mg of THC. ... This is a perfect product for both cannabis and chocolate lovers, who appreciate a little twist., source_sentence: how to delete vdom in fortigate?
sentences: Go to System -> VDOM -> VDOM2 and select 'Delete'. This VDOM is now successfully removed from the configuration., Both combination birth control pills and progestin-only pills may cause headaches as a side effect. Additional side effects of birth control pills may include: breast tenderness. nausea., White cheese tends to show imperfections more readily and as consumers got more used to yellow-orange cheese, it became an expected option. Today, many cheddars are yellow. While most cheesemakers use annatto, some use an artificial coloring agent instead, according to Sachs., source_sentence: where are earthquakes most likely to occur on earth?
sentences: Zelle in the Bank of the America app is a fast, safe, and easy way to send and receive money with family and friends who have a bank account in the U.S., all with no fees. Money moves in minutes directly between accounts that are already enrolled with Zelle., It takes about 3 days for a spacecraft to reach the Moon. During that time a spacecraft travels at least 240,000 miles (386,400 kilometers) which is the distance between Earth and the Moon., Most earthquakes occur along the edge of the oceanic and continental plates. The earth's crust (the outer layer of the planet) is made up of several pieces, called plates. The plates under the oceans are called oceanic plates and the rest are continental plates., source_sentence: fix iphone is disabled connect to itunes without itunes?
sentences: To fix a disabled iPhone or iPad without iTunes, you have to erase your device. Click on the "Erase iPhone" option and confirm your selection. Wait for a while as the "Find My iPhone" feature will remotely erase your iOS device. Needless to say, it will also disable its lock., How Māui brought fire to the world. One evening, after eating a hearty meal, Māui lay beside his fire staring into the flames. ... In the middle of the night, while everyone was sleeping, Māui went from village to village and extinguished all the fires until not a single fire burned in the world., Angry Orchard makes a variety of year-round craft cider styles, including Angry Orchard Crisp Apple, a fruit-forward hard cider that balances the sweetness of culinary apples with dryness and bright acidity of bittersweet apples for a complex, refreshing taste., source_sentence: how to reverse a video on tiktok that's not yours?
sentences: Tap "Effects" at the bottom of your screen — it's an icon that looks like a clock. Open the Effects menu. ... , At the end of the new list that appears, tap "Time." Select "Time" at the end. ... , Select "Reverse" — you'll then see a preview of your new, reversed video appear on the screen., Franchise Facts Poke Bar has a franchise fee of up to $30,000, with a total initial investment range of $157,800 to $438,000. The initial cost of a franchise includes several fees -- Unlock this franchise to better understand the costs such as training and territory fees., Relative age is the age of a rock layer (or the fossils it contains) compared to other layers. It can be determined by looking at the position of rock layers. Absolute age is the numeric age of a layer of rocks or fossils. Absolute age can be determined by using radiometric dating.
co2_eq_emissions: emissions: 6.448001991119035
energy_consumed: 0.0165885485310573
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: 0.109
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: Static Embeddings with BERT uncased tokenizer finetuned on GooAQ pairs
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq 1024 dev
type: gooaq-1024-dev
metrics: type: cosine_accuracy@1
value: 0.6309
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8409
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8986
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9444
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6309
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28029999999999994
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17972000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09444000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6309
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8409
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8986
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9444
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7932643237589305
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7440336111111036
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7465739001132767
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq 512 dev
type: gooaq-512-dev
metrics: type: cosine_accuracy@1
value: 0.6271
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8366
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8946
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9431
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6271
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27886666666666665
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17892000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09431000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6271
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8366
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8946
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9431
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7904860196985286
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7408453174603101
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7434337897783787
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq 256 dev
type: gooaq-256-dev
metrics: type: cosine_accuracy@1
value: 0.6192
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8235
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8866
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9364
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6192
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27449999999999997
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17732000000000003
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09364000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6192
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8235
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8866
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9364
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7821476540310974
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7321259126984055
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7348893313013708
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq 128 dev
type: gooaq-128-dev
metrics: type: cosine_accuracy@1
value: 0.5942
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.804
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8721
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9249
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5942
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.268
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17442000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09249
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5942
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.804
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8721
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9249
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7627845665665897
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7103426587301529
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7133975871277517
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq 64 dev
type: gooaq-64-dev
metrics: type: cosine_accuracy@1
value: 0.556
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7553
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8267
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8945
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.556
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25176666666666664
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16534000000000001
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08945
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.556
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7553
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8267
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8945
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7246435400765202
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6701957142857087
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6743443703166442
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq 32 dev
type: gooaq-32-dev
metrics: type: cosine_accuracy@1
value: 0.4628
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6619
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7415
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8241
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4628
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2206333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1483
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08241
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4628
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6619
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7415
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8241
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6387155548290799
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5797731349206319
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5857231820662888
name: Cosine Map@100
verified: no
Likes: 4 | All-time downloads: 0
Created: 2024-09-26 11:47:56