Model: Luciano/bertimbau-large-lener_br
Author: Luciano
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, bert, token-classification, generated_from_trainer, pt, dataset:lener_br, base_model:neuralmind/bert-large-portuguese-cased, base_model:finetune:neuralmind/bert-large-portuguese-cased, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: neuralmind/bert-large-portuguese-cased
Card metadata: language: pt
license: mit
tags: generated_from_trainer
datasets: lener_br
metrics: precision, recall, f1, accuracy
model_index: name: bertimbau-large-lener_br
results: task: name: Token Classification
type: token-classification
dataset: name: lener_br
type: lener_br
args: lener_br
metric: name: Accuracy
type: accuracy
value: 0.9801301293674859
base_model: neuralmind/bert-large-portuguese-cased
model-index: name: Luciano/bertimbau-large-lener_br
results: task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: test
metrics: type: accuracy
value: 0.9840898731012984
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTcwYjYxOGIzOGEwNjc4NzdkZjJjNGJhYTkzOTY4NmM5MWU0YjIxN2EwNmI4M2E0ZDkwYjUzYTk1NzYwOWYwNyIsInZlcnNpb24iOjF9.AZ4Xkl2_oUMeUxmB-Me7pdDwvQj6Y-6W2KvH6_5mkKuVnT551ffAtBbj8H9ruDvqE4aTlIT0eqrkgHUgcHP1Bg, type: precision
value: 0.9895415357344292
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTBhMjRmNDZlMGRiZDJhNjg0ZWVhNzQzMzYzMTQ4MDY2ODEwNzcwYTgwYmEyZDExZmI0OWQ0N2Q5NzdjZDM2OCIsInZlcnNpb24iOjF9.50xubvWSuT0EDjsj-Ox0dFvsmsFQhCDojB15PzynBJBd2PsLOG2eKqWdFYV1iXNnOTum3xCFGKKSE8dvyK6GBQ, type: recall
value: 0.9885856878370763
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTA4NzRkMzIwYzdhNmRlODg1YjI3MzA5NmQ5Yjk3NzMzZmQ4MDJjMWRlYzQ1NWNkZjA0MGQ2OTBiMWVlYjdiOCIsInZlcnNpb24iOjF9.5L9WHAEZIiM_rXqIu2kEVU-7Hed3oEi5IO_ulcEDJO-r4KQVXS9X4Rat5FSAjdWSRV_vnvM9Nc7LiOh738WzBA, type: f1
value: 0.9890633808488363
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjIzYzllZWFjZmExN2Q2NDM4ZWY3YjMxZDNiZWFjNzU0ODcwYTBkNTU0ZWExYzM3YjI2MjQ4MTMxOTM5ODdhMyIsInZlcnNpb24iOjF9.tTxenqEcrfQMSbo53mewRPc4oDectJEKfzZyj_mChtQ-K41miMd1n_gNCT-zdT3u1wb5cc7nwgP-Mggo4Q6MAQ, type: loss
value: 0.10151929408311844
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmZkM2YzZmJmOGY0MDI0YzI0ZGQyYWM0YTU1YWQ3NDI3M2UxZjU3NjM0MzljODMwMTAyYzU4YWNmZTRhNGM3ZSIsInZlcnNpb24iOjF9.dF2SD2-HEHepUpbmgrndTM42MQ1mtMuuTgwqyv0cO_ZHlqRRQfyZtgLMlf8_5DwpPRKw_F3wwXLRETbL-5LJCw, task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: validation
metrics: type: accuracy
value: 0.9801301293674859
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWY1M2Q5YzIxYzQ3NTU5YzQyMjUwNWY3MWNkMjJlMGM2YzkwMTdhZGM3NmYxZmVjZDc1N2NkMjBhNDEwMzIyOCIsInZlcnNpb24iOjF9.Mtp2ZBdksTfCQJEFiyLt4pILPH7RE8CXodYNcL8ydc7lTTwn5PiGdnglA7GJcd9HqxOU8UsVyaGzxFkjZGkGDw, type: precision
value: 0.9864285473144053
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzc1M2NjNTFhNjZiNDU5NzQyZDYzOWViNGFhNzdlMGU4ODNhNDMxMWE1ZjIwZGIzOTIxNDAxZDcwNDM2MGNjYiIsInZlcnNpb24iOjF9.59674wBNKLrL5DC1vfPdEzpCiXRnhilpvnylmzkvLmBrJrZdy-rTP4AXir62BoUEyEZ6zMPRRNOYI9fduwfnBQ, type: recall
value: 0.9845505854603656
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDc4YjVlYmQ1ZjllNzU3M2ZkN2QxNzI1MGZhMzhkMDNmMjNjODM3NGMzYzY2OGM1NGJmMDA4ZGUwM2RkMGY5MyIsInZlcnNpb24iOjF9.tYvf8mJ0XUmH3mZ0NIMdrXY5a93-2H9u5Ak6heCMBpmHhvgL8k_9y25cRmLeWoh9apsCIS6lQDpHlsJBXdhGDg, type: f1
value: 0.9854886717201953
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGY4YmJjYzkyNzU1ZDQ3MWFmZTY4MWU1OTg4NTRmOTIwM2I3NzdkYWI2YmNlYjdjODQyMmE2N2M5MDQ5MDEyYiIsInZlcnNpb24iOjF9.FxRrhWWfyA-oIXb5zzHO3-VboU6iFcnRc_kVPgLaOcyk8p5jIfV-egDHrql6e-h-6iS8xTDFV8fxIoq-kboRDQ, type: loss
value: 0.11984097212553024
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGE2NzM4MjE1MmU1ZTU4ZTU1NjAyYzk2YzdlNTUxOTAyZjdiMTkxYmZlMzExYmUwOTRhMTA3NzcwYWM2NzgxMiIsInZlcnNpb24iOjF9.PAlnc-tkJ7DEp9-qIR7KpYK9Yzy-umlhwKMH8bq1p-Gxf5pSIL_AtG8eP-JrbH71pJLYaBxSeeRHXWhIT-jBBA, task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: train
metrics: type: accuracy
value: 0.9989004979420315
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTMwYWI4ZDdiZmNkYWYzNDNhZWI4MmNhNDE5MjRmMjRjYTZjYjI1YTllMzMyMDMxMTBmN2YwN2QxMmE3Y2ViYyIsInZlcnNpb24iOjF9.yihlFpU8AYKMsa4f_7P2J-JYifENGVm0nXGwKcvOV_axvv-Gj-Q-E93j0sHnb3TXTpTlJBgQ0ckBDh4Sohq3AQ, type: precision
value: 0.9991129612205654
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzM3MTQ3ODU3MzBiY2RmNGVhMmQ2YTUzODlkZTk1M2EyOGU4Y2I5ZDI0ZGI5YWQ1YWQ4NDE2NGI1ZjYxNTM1YSIsInZlcnNpb24iOjF9.nnTSkmuvHdYFhXUofIEtjIaEveJCBlMrlmwSwRLojcXYvoaZWNFkWI8wSkQP0iDdDhKuEaZYkRc4kJ-Xd4_TCw, type: recall
value: 0.9993219071519783
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTA1NGMzOGMwMWQ3Yzk0ZmY4YmYxZjVjODQwMDA1ZjgxNjQ2Y2IxMmIxYWJjOTJhOGQ2NjRlOTRjOTkzYjkwMyIsInZlcnNpb24iOjF9.2YuShB7RWqO6WeR9RCePUcDPv-Ho-6pYeFXmmnnYmW88BRN5jHSrJTWPXMxigVRPBHjU5LlE8j2EK3-IsNviCQ, type: f1
value: 0.9992174232631231
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTE2YmMzMTI3MzQ5MTRmZGQ3NTdhODc3ZGI0MjIyOWMzZTc1MGQ4ZjVkY2JhYjYyM2I1NmI2MWI1OTZkYjViMyIsInZlcnNpb24iOjF9.TJkpCVwoTHFSwD8ckgn1dvD-H5HscuFmtsjEFYNVDZPnfm2PN7b45vZxNvWiK7L6ZVFW2fXbwgNJmMapuoeMCw, type: loss
value: 0.0037613145541399717
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmUxYWU2ODFkOTQ4NjIyODQ1NTU0NDQ2ZjhmYjExZmE3ZDNkZDBjNmIwY2JlNGRlNGZhOGExMDQ1MjA5Nzk0MiIsInZlcnNpb24iOjF9.ES0Kzjz3vvY5HedqYQzZafOPzQSbdWIbsdmft136SqIwb_-rZe-qQ38lveUYuUArP7NHk0wgo3NIkC6LqIsVAw
Likes: 4 | All-time downloads: 9528
Created: 2022-03-02 23:29:04