Model: baptiste/deberta-finetuned-ner
Author: baptiste
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, deberta, token-classification, generated_from_trainer, dataset:conll2003, license:mit, model-index, endpoints_compatible, region:us
Card metadata: license: mit
tags: generated_from_trainer
datasets: conll2003
metrics: precision, recall, f1, accuracy
model-index: name: deberta-finetuned-ner
results: task: type: token-classification
name: Token Classification
dataset: name: conll2003
type: conll2003
args: conll2003
metrics: type: precision
value: 0.9577488309953239
name: Precision
verified: no, type: recall
value: 0.9651632446987546
name: Recall
verified: no, type: f1
value: 0.961441743503772
name: F1
verified: no, type: accuracy
value: 0.9907182964622135
name: Accuracy
verified: no, task: type: token-classification
name: Token Classification
dataset: name: conll2003
type: conll2003
config: conll2003
split: test
metrics: type: accuracy
value: 0.9108823919384779
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjMwMDBiMzZhZDNjNjM2ODcwNDUxOWJiZDc1NWQyMzliOGQ3NzMzODJlMTlmN2U4MzdjMGY4NjNkMWM2MDhkYiIsInZlcnNpb24iOjF9.610yrrgO0SAb7kZlJhpNJ1cHLrAur0e0dkdSq0YLvLLLDPBOtrtBd0J6Mq4EKTzwWGXuxMM6PlQ0VJTMLC9KAw, type: precision
value: 0.9308372971460548
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2M0ZThlYTk0ZjZlZTkyYjE3ZWE5Mzc1YTc1Mzc4NWJlMmVlNjllMjg0ZDZiZGU3NmRiZWU3MDFiZTRjOGIzZiIsInZlcnNpb24iOjF9.2YmBNnZeGkTVXSRdek6eBzlg_6QPJKiBLdxKN5ZOwQ7rkD77-fWCmWTJOOha3xCYpSw1bLCgm5e8qPSmB0PyCQ, type: recall
value: 0.9213792387183881
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTBjZDlkYWVhMDA0ZTUyZjM2MWJiZmVjYTA2MTM2YzZkZGYzNzQwYWUyMmEzMzY1MWU3MjAzNGZkNDJlMTE2MSIsInZlcnNpb24iOjF9.wJr8eIfx5l-89kr8aBlYdpHRs284G4Tx1yTDjMd3TmG16muWGgGtzz7LUL-FKGscAytrRkZi9UOqc1-bzJ_RDQ, type: f1
value: 0.9260841198729938
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDVjMjJjMzFmNWY5MzJkYTdiY2Q2Mzk1NTdmOTI4YTZhOGNlYTg1NmZlZmEwMmUzMDVkYmVlNTU2OTY4ODNiYSIsInZlcnNpb24iOjF9.pIVNw5vemOtarohSnCIIr109xbFPB_T46D8oFuotMsv2Ag_8tkELfJpGfhxLsMj6Qt8aP-VImc9-gxF1xMwRCA, type: loss
value: 0.8661637306213379
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmQ1MDQ3ZWJmMzJjZDc3YmM5ZDM5OTg0ZGI1N2RkZTNiNzFjYzE4OTM3NGMyNWFlMGUwMDNhMzE0NjY0ZTk1ZCIsInZlcnNpb24iOjF9.jw2ycVmM3ovkPV_5ydHJKOlyM5YZUVjY9cjdG9x8MeyqsQvGgfNQmqzqDnun575sx6nn3_6tiTNLeVmlAux4Bw
Likes: 1 | All-time downloads: 3537
Created: 2022-07-16 04:51:39