Model: tomaarsen/mpnet-base-gooaq
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, dataset_size:1M<n<10M, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, co2_eq_emissions, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:1M<n<10M, loss:MultipleNegativesRankingLoss
base_model: microsoft/mpnet-base
datasets: sentence-transformers/gooaq
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, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
widget: source_sentence: 11 is what of 8?
sentences: *RARE* CANDY AXE AND RED NOSED RAIDER IS BACK - FORTNITE ITEM SHOP 8TH DECEMBER 2019., Convert fraction (ratio) 8 / 11 Answer: 72.727272727273%, Old-age pensions are not included in taxable income under the personal income tax., source_sentence: is 50 shades of grey on prime?
sentences: Amazon.com: Watch Fifty Shades of Grey. Prime Video., How much is 22 out of 100 written as a percentage? Convert fraction (ratio) 22 / 100 Answer: 22%, Petco ferrets are neutered and as social animals, they enjoy each other's company., source_sentence: 20 of what is 18?
sentences: 20 percent (calculated percentage %) of what number equals 18? Answer: 90., There are 3.35 x 1019 H2O molecules in a 1 mg snowflake., There are 104 total Power Moons and 100 Purple Coins in the Mushroom Kingdom., source_sentence: 63 up itv when is it on?
sentences: Mark Twain Quotes If you tell the truth, you don't have to remember anything., 63 Up is on ITV for three consecutive nights, Tuesday 4 – Thursday 6 June, at 9pm., In a language, the smallest units of meaning are. Morphemes., source_sentence: what is ikit in tagalog?
sentences: Definition: aunt. the sister of one's father or mother; the wife of one's uncle (n.), How much is 12 out of 29 written as a percentage? Convert fraction (ratio) 12 / 29 Answer: 41.379310344828%, Iberia offers Wi-Fi on all long-haul aircraft so that you can stay connected using your own devices.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 636.2415070661234
energy_consumed: 1.636836206312608
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: 4.514
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: MPNet base trained on GooAQ Question-Answer tuples
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: cosine_accuracy@1
value: 0.7198
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.884
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9305
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9709
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7198
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29466666666666663
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1861
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09709000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7198
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.884
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9305
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9709
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8490972112228806
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8095713888888812
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8111457785591406
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.7073
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.877
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9244
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9669
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.7073
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2923333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.18488000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09669000000000003
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.7073
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.877
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.9244
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9669
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.8412144933973646
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8004067857142795
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.8022667466578848
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 20
Created: 2024-06-04 17:43:43