Model: tner/deberta-v3-large-conll2003
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/conll2003, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/conll2003
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-large-conll2003
results: task: name: Token Classification
type: token-classification
dataset: name: tner/conll2003
type: tner/conll2003
args: tner/conll2003
metrics: name: F1
type: f1
value: 0.9222388190844389
verified: no, name: Precision
type: precision
value: 0.9154020582592011
verified: no, name: Recall
type: recall
value: 0.9291784702549575
verified: no, name: F1 (macro)
type: f1_macro
value: 0.9043961692086329
verified: no, name: Precision (macro)
type: precision_macro
value: 0.8959854326377331
verified: no, name: Recall (macro)
type: recall_macro
value: 0.9135442454672595
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.960570322126386
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.9550227511375569
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.9661827195467422
verified: no
pipeline_tag: token-classification
widget: text: Jacob Collier is a Grammy awarded artist from England.
example_title: NER Example 1
Likes: 2 | All-time downloads: 865
Created: 2022-08-09 23:28:29