Model: alvarobartt/distilbert-base-cased-ner
Author: alvarobartt
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, distilbert, token-classification, generated_from_trainer, dataset:conll2003, base_model:distilbert/distilbert-base-cased, base_model:finetune:distilbert/distilbert-base-cased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-cased
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: conll2003
metrics: precision, recall, f1, accuracy
base_model: distilbert-base-cased
model-index: name: distilbert-base-cased-ner
results: task: type: token-classification
name: Token Classification
dataset: name: conll2003
type: conll2003
config: conll2003
split: validation
args: conll2003
metrics: type: precision
value: 0.932077342588002
name: Precision
verified: no, type: recall
value: 0.9491753618310333
name: Recall
verified: no, type: f1
value: 0.940548653381139
name: F1
verified: no, type: accuracy
value: 0.984782480720551
name: Accuracy
verified: no, task: type: token-classification
name: Token Classification
dataset: name: conll2003
type: conll2003
config: conll2003
split: test
metrics: type: accuracy
value: 0.8975276153858275
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjA4OTdkZGZhOGVjNzUxMTExZTIxOTBhN2ExYmU0ZGE3MmFmZGYwZjhhMzExYjgwYjljMTg1YzJkMjk2NzVmYyIsInZlcnNpb24iOjF9.4QqmAwmUTNJlRnQiukdI23SNjKa6ZC9K6GBuuVuELeUueYI5R1tP58WYtNglr9BHWqhj1NuqeRNJSa7VFP0dDg, type: precision
value: 0.9258126323573902
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2ZmZTAwZTBmZGNkODM2NTk3NjkyMTZmOGVhOGM0MDY1YzVlMTdkYjkwMTU3YzI4ODNhZDMyMTM5N2M4YjhjNCIsInZlcnNpb24iOjF9.ybM6lA3dtYn6sFT70ocFeAxLGoMUcXedGx2YeVz58VQt0g2WqhCsHm6MOeTH1W33zgaYF7thcEoT6zOEr8PzBw, type: recall
value: 0.9132871306827602
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjM0ZTY5NTQzYWI2ZGQzOWU1YjQ1MjhjYjVjNzllYzE5MjE3MTI2ODY2NzQzOWIwMjJiODIxNTJiYWI3MDg0YyIsInZlcnNpb24iOjF9.8nEFuGWTjzFButONIeft0c9pSrdxkNTNxwlyr76tqu3B9VSRdSCswauC2d5ccTXqrNBljmMa8CixqwlVwEj2CQ, type: auc
value: NaN
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWMwY2Q2MGY4ODM2NTdlYjQ0OTI3ZmYyYjYyYTk3ZmNjMTRmYTZjYWFjOTg2NGI2NGZkNGQxZmRiNGU0N2VhYyIsInZlcnNpb24iOjF9.15J6CBL2SyWfraaDRfA80qptuANH89eQzrpnYKoNLyysmblllMwJxJWzQdMEHRveLOXgpNYjdurAZSFy7p0KCA, type: f1
value: 0.9195072279905185
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTZmMTgwZDc2M2ZhMWE5MjMxZDVmOWViNjI3MTM0MTJjMWE5ZTU1NDJhNjRmMTE1NmVlZGY1NmVkODBlNGZiYSIsInZlcnNpb24iOjF9.OoKpemZwjZKioOj4fTNAnJHHBBdOlTHyNIEKWTLfuHcIiqJwYZ_VQ9LyEGPrN9YsgDkM-NiIWaEKkdi4Ww15Dw, type: loss
value: 0.8574212193489075
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGVhYzFhMzEzOWM4NDJmN2QwZjRmMjYxNjY1MjczNzEzZTZhYzY1YzhjMzg1MjdjODgyNjE2YTRhMzcyMzhiMiIsInZlcnNpb24iOjF9.jfXLq-DE6HVYMC43QoxmTFKmCS7uSKxJYr0lJMu8Z7dKOfv9P4Py1cJG1GWcsdlGjlfVPvGq3pZ1Ofu8uao5BA
Likes: 0 | All-time downloads: 950
Created: 2023-04-09 08:33:57