Model: Luciano/bertimbau-base-lener-br-finetuned-lener-br
Author: Luciano
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, bert, token-classification, generated_from_trainer, pt, dataset:lener_br, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: pt
license: mit
tags: generated_from_trainer
datasets: lener_br
metrics: precision, recall, f1, accuracy
model-index: name: bertimbau-base-lener-br-finetuned-lener-br
results: task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: train
args: lener_br
metrics: type: precision
value: 0.8942967409948542
name: Precision
verified: no, type: recall
value: 0.8969892473118279
name: Recall
verified: no, type: f1
value: 0.8956409705819198
name: F1
verified: no, type: accuracy
value: 0.9696009264479559
name: Accuracy
verified: no, task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: test
metrics: type: accuracy
value: 0.981178408105048
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzNkNTFiM2M3NWNhMjFiZWI0YTg5YjA0NzdhMWZhNjFjNjNkNzU2Njc0YmUxNGJkODNkZjM1MGQ1OTA1MzZjZCIsInZlcnNpb24iOjF9.TFhSrPDOoDWDTWYdOwq2_xNpT-8qOz6sY_ssjyFtSe48yOMEYo4WsPSPye-k65_dC5fRoKkcDaNB5LI3MCpoAg, type: precision
value: 0.98709417546121
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDk5ZDNmMGI1YzI1Y2E1MDgyZDc5ZTdmZTdjZDkwNDVhOTlhOWFkMGZkYzMxMzk4MzMxNDk0MzQ2YTI1ZmFmMCIsInZlcnNpb24iOjF9.neTDrpxoUh00ogYYaqMDWKyuJ5Vr4zvtDfe3qL6KaXQ4vwR01OogcRRU95_OPJ5SxeayuwOdwsFeB9VGneE1CQ, type: recall
value: 0.9862996055703132
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQ3Y2JiZGFlN2RmNzY3ZjI4ZGYyYTVjMjBmOTQ2YjhiYTIxY2QxM2YyZDllNTc2ZDZhYjFjMTkzNzc5ZjFiZSIsInZlcnNpb24iOjF9.btGMRFJdxbcSeInckLfegVz7-3sBGPB2i70ASv6okG32yAnXEbiQ3MGEF0eyV4UXPvSrYeKac1pJWIViy0eyCQ, type: f1
value: 0.986696730552424
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmYyMjA0ZGM3MjcxMWJjMjUxMDlhODQ1OTE0OTY3ZGNkNTkwZjViMzg0ZTk5ODIxYmQ4MDRhNTRlNmNiZGMzNyIsInZlcnNpb24iOjF9.H9fYIIhKMM2-zOH_2M3YBtfTiTAze3HS3tqxHzJDB6jd5YGB3PMbn6h38KbbTQAVVJZI9jXKYnOZjV-0EjefBQ, type: loss
value: 0.144147127866745
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmM1ZDE5N2EyZGEyYzYzMmZjZDllZDhmYTgxNjIzODFhN2M2M2IyNWI3Y2IyMDdhOTkzZDA1MTE5NjkyODRlNiIsInZlcnNpb24iOjF9.L_Au7zxnzAtLRljLdlcFL1E-RWlmHty5W4YDMay9wH_PNZaI0X2MK5ifYP0871GHjAcmtk2M_Q-wIW7tHn0KAQ, task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: validation
metrics: type: accuracy
value: 0.9696009264479559
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjBhZGQxYzM3MjY2MDRmNWEyMzdiY2JlYTFjODVkZTg4YzVmYzEwY2ZlNjg1MWZmZjg4MjFkM2NkNjM5MjEzNyIsInZlcnNpb24iOjF9.NS7MqD-lX7_UE79cN4ehs6cpTwaOUUn5UUpojQtmy3jc1JzO1FbJg1yJJRWCHCKzjtfLNMj9SZMoAGclMXV_AQ, type: precision
value: 0.974166236103935
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWJkM2YzMjg3NjAwZTVmN2RjOTBiN2NjMjVmZjgzNzRlNTczOGM5NjQxM2UxMDEwZmFjOTUwOWNiYTRiZDBhNSIsInZlcnNpb24iOjF9.KYe08ccpe08hIRFRj5Pb36ikvbfN_jRfJd5Q90v1YQPLaqaisMhuN1601L6l0BSTT1lKzVbmso1HRUZsVwDACw, type: recall
value: 0.9847359110437199
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmYzY2VhODAwZTZlYTQzMmIxNDBkODgwYmIyYTM0YjJlOGE1ZGYwZDQ2Nzc1YjJkYjlhYmVmMjZiZTFhNDI5NSIsInZlcnNpb24iOjF9.ZLCjCyy5W7bHN2fsuxDgGrAPctgpuMJgRWPDXVMLxlZ8wHZisjOks4djo07CZMOu4mG1Eo3Lu-bFcA8-bj0fAQ, type: f1
value: 0.9794225581044623
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzQ3ZTYzYTFjMmE5YTMwYzA5YTNkZTczNDA3MTI4ZGVkMGVhNWFjMTBjZjgzZjcwMDYxMzM4YWRhMTg2NmM1YiIsInZlcnNpb24iOjF9.xX25-TgY7x6kZxSt1ssxWNP9b6v3oUF8XtLWyzBQHxTXs60RoraAz9isRVkU4CgWKrY81cHhGoNY7G-C26xLAA, type: loss
value: 0.26272761821746826
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzE4NmEzMjZlYmM1MzlkNzk5ZDE1M2IzYzNlNmM4YjgwNjRhZGVkZTFmNTBhZTVmOWEyZTVhNGM2MDljZjc2NSIsInZlcnNpb24iOjF9.xt17F4zNWnhlkLrjQv9tcl9ZeY68kr5UKCJhb8dDkwPIGS2u4ojyK8QtbKXO-_QY-X_oQZgdlbvQX4QYVVC4DQ
Likes: 1 | All-time downloads: 844
Created: 2022-09-02 12:11:49