Hugging Face model: Felixbrk/bert-base-dutch-cased-multi-score-tuned-positive
Author: Felixbrk
Created: 2025-06-15 19:17:01
Last modified: 2025-07-03 16:44:59
Pipeline: text-classification
Library: transformers
Likes: 0 | Downloads: 5
Tags: transformers, tensorboard, safetensors, bert, text-classification, dutch, regression, multi-head, text-quality, nl, dataset:proprietary, base_model:GroNLP/bert-base-dutch-cased, base_model:finetune:GroNLP/bert-base-dutch-cased, license:mit, text-embeddings-inference, endpoints_compatible, region:us
Base model relation: finetune
Base models: id: GroNLP/bert-base-dutch-cased
Card metadata:
model_name: transformer_multi_head_bert_updated
base_model: GroNLP/bert-base-dutch-cased
language: nl
library_name: transformers
pipeline_tag: text-classification
license: mit
tags: dutch, regression, multi-head, bert, text-quality
datasets: proprietary
target_names: delta_cola_to_final, delta_perplexity_to_final_large, iter_to_final_simplified, robbert_delta_blurb_to_final
metrics: per_epoch: epoch: 1
valid_loss: 0.016363
delta_cola_to_final: rmse: 0.149753
r2: 0.36889
delta_perplexity_to_final_large: rmse: 0.099918
r2: 0.648474
iter_to_final_simplified: rmse: 0.138463
r2: 0.818398
robbert_delta_blurb_to_final: rmse: 0.117767
r2: 0.729513
mean_rmse: 0.126476, epoch: 2
valid_loss: 0.01522
delta_cola_to_final: rmse: 0.146628
r2: 0.394957
delta_perplexity_to_final_large: rmse: 0.10185
r2: 0.634748
iter_to_final_simplified: rmse: 0.127215
r2: 0.846706
robbert_delta_blurb_to_final: rmse: 0.113245
r2: 0.749883
mean_rmse: 0.122235, epoch: 3
valid_loss: 0.015208
delta_cola_to_final: rmse: 0.146956
r2: 0.392247
delta_perplexity_to_final_large: rmse: 0.098563
r2: 0.657945
iter_to_final_simplified: rmse: 0.127813
r2: 0.84526
robbert_delta_blurb_to_final: rmse: 0.114824
r2: 0.742861
mean_rmse: 0.122039, epoch: 4
valid_loss: 0.015156
delta_cola_to_final: rmse: 0.142936
r2: 0.425041
delta_perplexity_to_final_large: rmse: 0.099919
r2: 0.648468
iter_to_final_simplified: rmse: 0.128406
r2: 0.843822
robbert_delta_blurb_to_final: rmse: 0.117143
r2: 0.732371
mean_rmse: 0.122101, epoch: 5
valid_loss: 0.015457
delta_cola_to_final: rmse: 0.144705
r2: 0.410725
delta_perplexity_to_final_large: rmse: 0.100198
r2: 0.646506
iter_to_final_simplified: rmse: 0.131055
r2: 0.837311
robbert_delta_blurb_to_final: rmse: 0.116936
r2: 0.733315
mean_rmse: 0.123223
test: aggregate_rmse: 0.0769
aggregate_r2: 0.8425
mean_rmse: 0.121