Model: tomaarsen/static-BEE-spoke-data-tokenizer-v2-gooaq
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, dense, 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, dense, 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: 7.447488216858034
energy_consumed: 0.019159891682723612
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: 0.124
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: 0.6335
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8394
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8979
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9454
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6335
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27979999999999994
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17958000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09454000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6335
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8394
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8979
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9454
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7948890776997601
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7459194047618989
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7484214498572738
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: 0.6285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8339
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8943
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9425
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2779666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17886000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09425000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8339
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8943
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9425
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7907464684784297
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7413761111111041
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7439975831469758
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: 0.6196
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8262
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.888
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9375
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6196
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2754
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17760000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09375000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6196
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8262
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.888
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9375
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7830118342115728
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.73284916666666
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7356198073355731
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: 0.597
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8033
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8681
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9247
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.597
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26776666666666665
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17361999999999997
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09247000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.597
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8033
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8681
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9247
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7633008182074578
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7111824206349133
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.714297170282837
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: 0.5541
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7568
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8287
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.896
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5541
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25226666666666664
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16574
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08960000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5541
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7568
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8287
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.896
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7246476170472534
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6696768650793602
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6735610073887002
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: 0.4602
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6631
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7372
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8226
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4602
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22103333333333336
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14744000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08225999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4602
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6631
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7372
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8226
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6372411594771165
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5783468650793636
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5841294309265819
name: Cosine Map@100
verified: no
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Created: 2025-05-20 19:08:28