Model: tomaarsen/span-marker-xlm-roberta-base-fewnerd-fine-super
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, tensorboard, safetensors, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer, en, multilingual, dataset:DFKI-SLT/few-nerd, base_model:FacebookAI/xlm-roberta-base, base_model:finetune:FacebookAI/xlm-roberta-base, license:cc-by-sa-4.0, model-index, co2_eq_emissions, region:us
Base models (finetune): id: FacebookAI/xlm-roberta-base
Card metadata: language: en, multilingual
license: cc-by-sa-4.0
library_name: span-marker
tags: span-marker, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer
datasets: DFKI-SLT/few-nerd
metrics: precision, recall, f1
widget: text: Amelia Earhart flew her single engine Lockheed Vega 5B across the Atlantic to Paris.
example_title: English 1, text: The WPC led the international peace movement in the decade after the Second World War, but its failure to speak out against the Soviet suppression of the 1956 Hungarian uprising and the resumption of Soviet nuclear tests in 1961 marginalised it, and in the 1960s it was eclipsed by the newer, non-aligned peace organizations like the Campaign for Nuclear Disarmament.
example_title: English 2, text: Most of the Steven Seagal movie "Under Siege" (co-starring Tommy Lee Jones) was filmed on the Battleship USS Alabama, which is docked on Mobile Bay at Battleship Memorial Park and open to the public.
example_title: English 3, text: The Central African CFA franc (French: "franc CFA" or simply "franc", ISO 4217 code: XAF) is the currency of six independent states in Central Africa: Cameroon, Central African Republic, Chad, Republic of the Congo, Equatorial Guinea and Gabon.
example_title: English 4, text: Brenner conducted post-doctoral research at Brandeis University with Gregory Petsko and then took his first academic position at Thomas Jefferson University in 1996, moving to Dartmouth Medical School in 2003, where he served as Associate Director for Basic Sciences at Norris Cotton Cancer Center.
example_title: English 5, text: On Friday, October 27, 2017, the Senate of Spain (Senado) voted 214 to 47 to invoke Article 155 of the Spanish Constitution over Catalonia after the Catalan Parliament declared the independence.
example_title: English 6, text: Amelia Earthart voló su Lockheed Vega 5B monomotor a través del Océano Atlántico hasta París.
example_title: Spanish, text: Amelia Earthart a fait voler son monomoteur Lockheed Vega 5B à travers l'ocean Atlantique jusqu'à Paris.
example_title: French, text: Amelia Earthart flog mit ihrer einmotorigen Lockheed Vega 5B über den Atlantik nach Paris.
example_title: German, text: Амелия Эртхарт перелетела на своем одномоторном самолете Lockheed Vega 5B через Атлантический океан в Париж.
example_title: Russian, text: Amelia Earthart vloog met haar één-motorige Lockheed Vega 5B over de Atlantische Oceaan naar Parijs.
example_title: Dutch, text: Amelia Earthart przeleciała swoim jednosilnikowym samolotem Lockheed Vega 5B przez Ocean Atlantycki do Paryża.
example_title: Polish, text: Amelia Earthart flaug eins hreyfils Lockheed Vega 5B yfir Atlantshafið til Parísar.
example_title: Icelandic, text: Η Amelia Earthart πέταξε το μονοκινητήριο Lockheed Vega 5B της πέρα ​​από τον Ατλαντικό Ωκεανό στο Παρίσι.
example_title: Greek
pipeline_tag: token-classification
co2_eq_emissions: emissions: 452.84872035276965
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: 3.118
hardware_used: 1 x NVIDIA GeForce RTX 3090
base_model: xlm-roberta-base
model-index: name: SpanMarker with xlm-roberta-base on FewNERD
results: task: type: token-classification
name: Named Entity Recognition
dataset: name: FewNERD
type: DFKI-SLT/few-nerd
split: test
metrics: type: f1
value: 0.6884821229658107
name: F1
verified: no, type: precision
value: 0.6890426017339362
name: Precision
verified: no, type: recall
value: 0.6879225552622042
name: Recall
verified: no
Likes: 2 | All-time downloads: 1499
Created: 2023-06-15 13:46:14