Model: tomaarsen/distilbert-base-uncased-wikipedia-sections-triplet
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, loss:TripletLoss, en, arxiv:1908.10084, arxiv:1703.07737, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:TripletLoss
base_model: distilbert/distilbert-base-uncased
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: All charts rank the top 100.
sentences: There are two primary charts: Gaon Album Chart and Gaon Digital Chart., Regional Preferente de Cataluña (3): 1999-00, 2002-03, 2008-09., Kyūsaku was born in Fukuoka city, Fukuoka prefecture as Sugiyama Naoki., source_sentence: Valley of the Giants (2004) .
sentences: "That Girl" (by Hayley) (2001) - AUS: No. 53 [REF]., Nuangola Outlet is situated just south of Penobscot Knob [REF]., Like Sir John Moore, the Craufurd family originated from Ayrshire., source_sentence: Flanagan is located at [REF].
sentences: Sharpes is located at (28.441281, -80.761019) [REF]., His father was Gallus Jacob Baumgartner, a prominent statesman., He served terms on the city council in 1654, 1660 and 1666., source_sentence: Fox Sports 1 Purple Bel-Air .
sentences: Victory 93.7 The Victory 93.7 FM-WTKB ATWOOD-MILAN ., Greenwood & Batley also made a number of Coke oven locomotives., Oltmans was born into a wealthy family with roots in the Dutch East Indies., source_sentence: Points awarded in the final: .
sentences: Points awarded in the final:[REF] ., Bishop Ludden recently implemented an innovative House Program., Douglas Wheelock was born in Binghamton, New York to Olin and Margaret Wheelock.
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 3.4895934031398
energy_consumed: 0.008977554535710646
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: 0.045
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: triplet
name: Triplet
dataset: name: wikipedia sections dev
type: wikipedia-sections-dev
metrics: type: cosine_accuracy
value: 0.733
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.269
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.726
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.727
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.733
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: wikipedia sections test
type: wikipedia-sections-test
metrics: type: cosine_accuracy
value: 0.7
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.306
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.706
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.708
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.708
name: Max Accuracy
verified: no
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Created: 2024-05-02 13:41:22