Model: tner/deberta-v3-large-tweebank-ner
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/tweebank_ner, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweebank_ner
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-large-tweebank-ner
results: task: name: Token Classification
type: token-classification
dataset: name: tner/tweebank_ner
type: tner/tweebank_ner
args: tner/tweebank_ner
metrics: name: F1
type: f1
value: 0.7253474520185308
verified: no, name: Precision
type: precision
value: 0.7201051248357424
verified: no, name: Recall
type: recall
value: 0.7306666666666667
verified: no, name: F1 (macro)
type: f1_macro
value: 0.701874697798745
verified: no, name: Precision (macro)
type: precision_macro
value: 0.7043005470796733
verified: no, name: Recall (macro)
type: recall_macro
value: 0.706915721861374
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.8178343949044585
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.7829268292682927
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.856
verified: no
pipeline_tag: token-classification
widget: text: Jacob Collier is a Grammy awarded artist from England.
example_title: NER Example 1
Likes: 0 | All-time downloads: 516
Created: 2022-08-10 10:07:10