Model: tner/deberta-v3-large-fin
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/fin, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/fin
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-large-fin
results: task: name: Token Classification
type: token-classification
dataset: name: tner/fin
type: tner/fin
args: tner/fin
metrics: name: F1
type: f1
value: 0.7060755336617406
verified: no, name: Precision
type: precision
value: 0.738831615120275
verified: no, name: Recall
type: recall
value: 0.6761006289308176
verified: no, name: F1 (macro)
type: f1_macro
value: 0.45092058848834204
verified: no, name: Precision (macro)
type: precision_macro
value: 0.45426465258085835
verified: no, name: Recall (macro)
type: recall_macro
value: 0.45582773707773705
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.7293729372937293
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.7594501718213058
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.7015873015873015
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: 471
Created: 2022-08-12 22:13:20