Model: tner/deberta-v3-large-btc
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, token-classification, dataset:tner/btc, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/btc
metrics: f1, precision, recall
model-index: name: tner/deberta-v3-large-btc
results: task: name: Token Classification
type: token-classification
dataset: name: tner/btc
type: tner/btc
args: tner/btc
metrics: name: F1
type: f1
value: 0.8399238265934805
verified: no, name: Precision
type: precision
value: 0.8237749945067018
verified: no, name: Recall
type: recall
value: 0.8567184643510055
verified: no, name: F1 (macro)
type: f1_macro
value: 0.7921150390682584
verified: no, name: Precision (macro)
type: precision_macro
value: 0.7766126681668878
verified: no, name: Recall (macro)
type: recall_macro
value: 0.8103758198218992
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.9134087599417496
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.8958470665787739
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.931672760511883
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: 800
Created: 2022-10-04 20:43:45