Model: tomaarsen/span-marker-mbert-base-tlunified
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, tensorboard, safetensors, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer, tl, dataset:ljvmiranda921/tlunified-ner, base_model:google-bert/bert-base-multilingual-cased, base_model:finetune:google-bert/bert-base-multilingual-cased, license:gpl-3.0, model-index, co2_eq_emissions, region:us
Base models (finetune): id: google-bert/bert-base-multilingual-cased
Card metadata: language: tl
license: gpl-3.0
library_name: span-marker
tags: span-marker, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer
datasets: ljvmiranda921/tlunified-ner
metrics: precision, recall, f1
widget: MANILA - Binalewala ng Philippine National Police (PNP) nitong Sabado ang posibleng paglulunsad ng tinatawag na " sympathy attacks " ng Moro National Liberation Front (MNLF) at Abu Sayyaf matapos arestuhin si Indanan, Sulu Mayor Alvarez Isnaji., Pinatawan din ng apat na buwang suspensyon si Herma Gonzales - Escudero, chief revenue officer III ng BIR - Cotabato City, dahil sa kasong dishonesty at limang kaso ng perjury sa Municipal Trial Court ng Cotabato City . Bunga ito ng kanyang kabiguan na ideklara sa kanyang SALN noong 2002 - 2004 ang 200 metro kwadradong lote sa South Cotabato at Toyota Revo noong 2001 SALN at undervaluation ng kanyang mga ari - arian sa lalawigan noong 2000 - 2004 SALN., Sa tila pagpapabaya sa mga magsasaka, sinabi ni Escudero na hindi mangyayari ang pangarap ng Department of Agriculture (DA) na maging self - sufficient ang Pilipinas sa bigas., MANILA - Tiniyak ng pinuno ng Government Service Insurance System (GSIS) na tatapatan nito ang pro - Meralco advertisement ni Judy Ann Santos upang isulong ang kanyang posisyon na dapat ibaba ang singil sa kuryente., Idinagdag ni South Cotabato Rep Darlene Antonino - Custodio, na illegal na ipagpaliban ang halalan sa ARMM kung ang gagamitin lamang basehan ay ang ipapasang panukala ng Kongreso.
pipeline_tag: token-classification
co2_eq_emissions: emissions: 22.090476722294312
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.238
hardware_used: 1 x NVIDIA GeForce RTX 3090
base_model: bert-base-multilingual-cased
model-index: name: SpanMarker with bert-base-multilingual-cased on TLUnified
results: task: type: token-classification
name: Named Entity Recognition
dataset: name: TLUnified
type: ljvmiranda921/tlunified-ner
split: test
metrics: type: f1
value: 0.8886810102899907
name: F1
verified: no, type: precision
value: 0.8736971183323115
name: Precision
verified: no, type: recall
value: 0.9041878172588832
name: Recall
verified: no
Likes: 1 | All-time downloads: 624
Created: 2023-11-17 12:00:05