Model: tomaarsen/span-marker-bert-base-orgs
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, tensorboard, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer, en, dataset:tomaarsen/ner-orgs, base_model:google-bert/bert-base-cased, base_model:finetune:google-bert/bert-base-cased, license:cc-by-sa-4.0, model-index, co2_eq_emissions, region:us
Base models (finetune): id: google-bert/bert-base-cased
Card metadata: language: en
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: tomaarsen/ner-orgs
metrics: precision, recall, f1
widget: Today in Zhongnanhai, General Secretary of the Communist Party of China, President of the country and honorary President of China's Red Cross, Zemin Jiang met with representatives of the 6th National Member Congress of China's Red Cross, and expressed warm greetings to the 20 million hardworking members on behalf of the Central Committee of the Chinese Communist Party and State Council., On April 20, 2017, MGM Television Studios, headed by Mark Burnett formed a partnership with McLane and Buss to produce and distribute new content across a number of media platforms., Postponed: East Fife v Clydebank, St Johnstone v, Prime contractor was Hughes Aircraft Company Electronics Division which developed the Tiamat with the assistance of the NACA., After graduating from Auburn University with a degree in Engineering in 1985, he went on to play inside linebacker for the Pittsburgh Steelers for four seasons.
pipeline_tag: token-classification
co2_eq_emissions: emissions: 248.1008753496152
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: 1.766
hardware_used: 1 x NVIDIA GeForce RTX 3090
base_model: bert-base-cased
model-index: name: SpanMarker with bert-base-cased on FewNERD, CoNLL2003, and OntoNotes v5
results: task: type: token-classification
name: Named Entity Recognition
dataset: name: FewNERD, CoNLL2003, and OntoNotes v5
type: tomaarsen/ner-orgs
split: test
metrics: type: f1
value: 0.7946954813359528
name: F1
verified: no, type: precision
value: 0.7958325880879986
name: Precision
verified: no, type: recall
value: 0.793561619404316
name: Recall
verified: no
Likes: 1 | All-time downloads: 113016
Created: 2023-11-22 13:59:42