Model: viktoroo/sberbank-rubert-base-collection3
Author: viktoroo
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, bert, token-classification, generated_from_trainer, named-entity-recognition, russian, ner, ru, dataset:RCC-MSU/collection3, base_model:ai-forever/ruBert-base, base_model:finetune:ai-forever/ruBert-base, doi:10.57967/hf/0473, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: ai-forever/ruBert-base
Card metadata: language: ru
license: apache-2.0
tags: generated_from_trainer, named-entity-recognition, russian, ner
datasets: RCC-MSU/collection3
metrics: precision, recall, f1, accuracy
thumbnail: Sberbank RuBERT-base fintuned on Collection3 dataset
base_model: sberbank-ai/ruBert-base
model-index: name: sberbank-rubert-base-collection3
results: task: type: token-classification
name: Token Classification
dataset: name: RCC-MSU/collection3
type: named-entity-recognition
config: default
split: validation
args: default
metrics: type: precision
value: 0.938019472809309
name: Precision
verified: no, type: recall
value: 0.9594364828758805
name: Recall
verified: no, type: f1
value: 0.9486071085494716
name: F1
verified: no, type: accuracy
value: 0.9860420020488805
name: Accuracy
verified: no, task: type: token-classification
name: Token Classification
dataset: name: RCC-MSU/collection3
type: named-entity-recognition
config: default
split: test
args: default
metrics: type: precision
value: 0.9419896321895829
name: Precision
verified: no, type: recall
value: 0.9537615596100975
name: Recall
verified: no, type: f1
value: 0.947839046199702
name: F1
verified: no, type: accuracy
value: 0.9847255179564897
name: Accuracy
verified: no
Likes: 5 | All-time downloads: 5314
Created: 2023-03-03 09:51:12