Model: Luciano/bertimbau-base-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-base-portuguese-cased, base_model:finetune:neuralmind/bert-base-portuguese-cased, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: neuralmind/bert-base-portuguese-cased
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
results: task: name: Token Classification
type: token-classification
dataset: name: lener_br
type: lener_br
args: lener_br
metric: name: Accuracy
type: accuracy
value: 0.9692504609383333
base_model: neuralmind/bert-base-portuguese-cased
model-index: name: Luciano/bertimbau-base-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: 0.9824282794418222
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDZiZTRmMzRiZDFjOGMzZTM3ODRmNTEwNjI5OTM2ZDhlZjViMDk0YmJjOWViYjM3YmJmZGI2MjJiOTI3OGNmZCIsInZlcnNpb24iOjF9.7DVb3B_moqPXev5yxjcCvBCZDcJdmm3qZsSrp-RVOggLEr_AUfkBrF_76tDVLs9DszD1AlW4ERXcc0ZCqSCaDw, type: precision
value: 0.9877557596262284
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTE2MGQ4ZGM1NTEwOGFmMjM3ODAyYTg3MWM1YjVhZGVlYThiNzFjYTE4NWJhOTU3OWZjMjhkODcwNGNiMmIxMyIsInZlcnNpb24iOjF9.G1e_jAOIDcuaOXWNjeRqlHTqJHVc_akZavhyvgBkAPiCTRgoTR24OUu9e_izofDMSTo4xhkMIwsC_O9tKzkNCA, type: recall
value: 0.9870401674313772
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTkyZjEwMzk2NTBjY2RhMWVhYWVkOWQ2ZThkZDMwODczMDVkNDI2ZjM3OTA1ODg5NGQyYWUxMGQ5MDRkNjNlNiIsInZlcnNpb24iOjF9.qDL8618-ZTT_iO-eppn7JzVVfd_ayuj4mTT7eIc3zFYKJUp4KNpFgxnjuSVEZTcdOG48YrSISXJoHM5jVXg_DA, type: f1
value: 0.9873978338768773
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjYwOWZkZmFiMTRjY2UyOTJmMDNjMzkzNjUxYTAzYzM2ZDNkMmU0NTQ5NDlmMzU5YWExMDNiZjUzOGVlZjc1OSIsInZlcnNpb24iOjF9.T7MDH4H4E6eiLZot4W_tNzVgi-ctOrSb148x9WttkJFaxh-2P4kNmm4bKJhF1ZZZKgja80hKp_Nm9dmqXU7gAg, type: loss
value: 0.11542011797428131
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDA3OGRkY2Q2MjlkZWZlZTVhZDk0MjY3MDA0MzgwZjI4MTk3Y2Q2ZmRkMGI3OTQwMzcyMzVjMGE5MzU4ODY5MiIsInZlcnNpb24iOjF9.nHtVSN-vvFjDRCWC5dXPf8dmk9Rrj-JNqvehDSGCAGLl3WknpwNHzCrJM9sNlRiNgwEIA4ekBHOC_V_OHhp7Bw, task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: validation
metrics: type: accuracy
value: 0.9692504609383333
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjY2N2VkZTIyMWM2ZTUxYzFiNjFhNzgwODgzNDQxNTMwODczMThjZDE5MzE3MTllN2ZlNjc4OWI0YTY0NzJkNCIsInZlcnNpb24iOjF9._atPyYtbN7AmDCZHNQHeBDFolzgKbQ04C1c1gfNBomkxlLXiZUVDSPwCNP9fveXhnXwkDsoy3hfm44BTsHtBAw, type: precision
value: 0.9786866842043531
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGQzMjM1M2U2MzZiZjJmNGQ1NmUxNjE0NWYyOWJkNGM3NmE0NDg2MjAwZGNkNGZmZDEwMjkwZGQ1MDgyMWU3ZSIsInZlcnNpb24iOjF9.1XNuw2s47lqZD-ywmdEcI6UpPyl_aR-8cxlU1laQYEsUNW1fEZwB90sr7cSbNNTndzEsuH9VzeKgHwlHarq7Dg, type: recall
value: 0.9840619998315222
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjllM2VlZTI5NzZlNGFhMjIyN2ZmYmQzNzQ2NDYxZWNkMzY5NzM0YTY3MDE2OTMxMjdiYzkwNjc1ZjBkNDRjYSIsInZlcnNpb24iOjF9.C7SeMwbtrmD24YWsYsxi4RRaVSsuQU-Rj83b-vZ8_H1IggmyNMpv8Y2z1mDh6b5UgaHpuk9YQb9aRKbQuCjTCA, type: f1
value: 0.9813669814173863
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDZjNjNiZjRhNThhNzBiMDNmODIyOTM0YjEwNWVhZTQ5MWRiYzU2ZjBkOGY3NzgzOGE2ZTJkOTNhZWZlMzgxYyIsInZlcnNpb24iOjF9.YDySY0KSF3PieEXXjx1y6GsXr9PQVNF1RW_zAQNTPcbgU8OEwyts_tUXFIT61QVGVchFOG4bLFs0ggOuwvZKBA, type: loss
value: 0.22302456200122833
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzFhNTFiYzE1ZjY4MmRjMTI5NGY2YWEyYzY4NzBkYTVjMTk0MWVkODBhY2M0NWQ0ZjM1MmVjZTRmM2RhOTUxZiIsInZlcnNpb24iOjF9.-AXmb23GEbxQ282y9wL-Xvv5cZg0Z3SGQQks5As_BrXlCf8ay8sgd1VWEB4NTepn8MnKJgJkqyQK4JXxSSYCCQ, task: type: token-classification
name: Token Classification
dataset: name: lener_br
type: lener_br
config: lener_br
split: train
metrics: type: accuracy
value: 0.9990127507699392
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODEwMWUyNjU0ZjUyODQ2ZjQ3Y2VjOWY5YWNmZDczMDhhYzZiY2ZjMTFmZTUyZDZhOWJhMjcwMWJlZWNmMDIwOSIsInZlcnNpb24iOjF9.acwBn2no3TJ2cMGaGbQlNn9smS9XTsfKUat5JsKUVHTJa4H6okb5W6Va67KkrT383paAHOkoipb1wJwWfsseCg, type: precision
value: 0.9992300721767728
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmQyNDJhNTgzNjc4OWQ5ODcwN2RjM2JhZmNjODljZjIyYWI3MGIyOGNiYWYxNzczNDQyNTZjMDhiODYyYWRiMyIsInZlcnNpb24iOjF9.Z_W8fuCgV5KWChMZXaoJtX-u-SxBd8GcfVXBjFnf7BYqrWoTkcczJqJP1g74Gjrp6xp_VatQ-V1Por5Yzd3dCQ, type: recall
value: 0.9993028952029684
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2ZiMjE4NDE0NmI1NjVhNzIyYjJjMTUyZDU2OGY3NTgyYTNhZDBjNWMzYWZmMmI5ZjczZjgyYmZjOGM0YTcyMiIsInZlcnNpb24iOjF9.jB5kEKsJMs40YVJ0RmFENEbKINKreAJN-EYeRrQMCwOrfTXxyxq0-cwgF_T2UJ1vl4eL-MAV2Lc3p449gaDUCg, type: f1
value: 0.9992664823630992
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTQzMWRkZjIyNDY1NzU2NDNmNWJlMDIxOTY4Y2UyYjJlOTVkNTEwZGEwODdjZDMwYTg5ODE3NTlhN2JjMjZlZCIsInZlcnNpb24iOjF9.DspzVgqZh5jbRfx-89Ygh7dbbPBsiLyOostyQ4el1SIoGVRtEfxzYk780hEIRqqagWk63DXY3_eLIRyiBFf8BQ, type: loss
value: 0.0035279043950140476
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGQ1OWQxNjNmYzNlMzliODljNTY2YWNhMTUzNjVkMzA0NDYzZWY0ODFiMDlmZWZhNDlkODEyYWU5OWY3YjQyOSIsInZlcnNpb24iOjF9.6S7KwMDEBMWG95o3M0kOnKofgVnPwX8Sf2bQiXns-kZkcrOTXJCq7czloDbSk9d9-sumdxXYk9-oQFDfR6DTAw
Likes: 6 | All-time downloads: 16743
Created: 2022-03-02 23:29:04