Model: tner/deberta-v3-large-ontonotes5
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/ontonotes5, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: datasets: tner/ontonotes5
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-large-ontonotes5
results: task: name: Token Classification
type: token-classification
dataset: name: tner/ontonotes5
type: tner/ontonotes5
args: tner/ontonotes5
metrics: name: F1
type: f1
value: 0.9069623608411381
verified: no, name: Precision
type: precision
value: 0.902100360312857
verified: no, name: Recall
type: recall
value: 0.9118770542773386
verified: no, name: F1 (macro)
type: f1_macro
value: 0.834586960779896
verified: no, name: Precision (macro)
type: precision_macro
value: 0.8237351069457466
verified: no, name: Recall (macro)
type: recall_macro
value: 0.8475169311172334
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.9267538434352359
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.9217857456718517
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.9317757839566492
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: 24269
Created: 2022-08-19 18:22:34