Model: tomaarsen/static-BEE-spoke-data-tokenizer-v1-gooaq
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3002496, 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: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3002496, 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.
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: 9.99163724446148
energy_consumed: 0.025705134639033192
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: 0.173
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: Static Embeddings with BEE-spoke-data/wordpiece-tokenizer-32k-en_code-msp 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: 0.6374
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8431
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9006
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9474
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6374
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2810333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18012000000000003
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09474000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6374
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8431
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9006
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9474
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7978862529985916
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.749247539682533
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7516276441525049
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: 0.6324
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8382
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.899
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9452
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6324
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2794
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17980000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09452000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6324
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8382
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.899
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9452
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7945424013494014
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7454914682539613
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7479805815427163
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: 0.6273
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8299
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8919
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9414
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6273
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2766333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17838
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09414000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6273
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8299
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8919
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9414
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7887635975389343
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7392410317460252
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7417892083520236
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: 0.6009
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8112
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.874
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9296
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6009
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2704
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1748
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09296000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6009
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8112
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.874
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9296
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7687659876727208
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7167269444444387
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7196420328190362
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: 0.5589
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7641
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8367
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8995
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5589
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2547
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16734000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08995
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5589
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7641
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8367
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8995
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.729110593943954
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6743490476190415
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6781847101023228
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: 0.4745
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6696
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7508
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8302
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4745
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2232
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15016
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08302000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4745
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6696
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7508
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8302
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6483028649168259
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5904344444444417
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.596236275120416
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-03-28 22:18:52