Model: Felixbrk/bert-base-dutch-cased-multi-score-text-and-blurb
Author: Felixbrk
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, bert, text-classification, dutch, multi-head regression, text regression, nl, dataset:your-dataset-name, base_model:GroNLP/bert-base-dutch-cased, base_model:finetune:GroNLP/bert-base-dutch-cased, license:apache-2.0, endpoints_compatible, region:us
Base models (finetune): id: GroNLP/bert-base-dutch-cased
Card metadata: model_name: Felixbrk/bert-base-dutch-cased-multi-score-text-and-blurb
base_model: GroNLP/bert-base-dutch-cased
language: nl
library_name: transformers
pipeline_tag: text-classification
license: apache-2.0
tags: bert, dutch, multi-head regression, text regression, transformers
datasets: your-dataset-name
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
train_loss: 0.0155
valid_loss: 0.0144
delta_cola_to_final: rmse: 0.1433
r2: 0.4469
delta_perplexity_to_final_large: rmse: 0.1023
r2: 0.6347
iter_to_final_simplified: rmse: 0.1281
r2: 0.8472
robbert_delta_blurb_to_final: rmse: 0.1002
r2: 0.802
mean_rmse: 0.1185, epoch: 2
train_loss: 0.0126
valid_loss: 0.0135
delta_cola_to_final: rmse: 0.1395
r2: 0.4761
delta_perplexity_to_final_large: rmse: 0.0994
r2: 0.6554
iter_to_final_simplified: rmse: 0.123
r2: 0.8591
robbert_delta_blurb_to_final: rmse: 0.0982
r2: 0.8097
mean_rmse: 0.115, epoch: 3
train_loss: 0.0106
valid_loss: 0.0137
delta_cola_to_final: rmse: 0.1399
r2: 0.4729
delta_perplexity_to_final_large: rmse: 0.0997
r2: 0.6532
iter_to_final_simplified: rmse: 0.1244
r2: 0.8557
robbert_delta_blurb_to_final: rmse: 0.0987
r2: 0.8079
mean_rmse: 0.1157, epoch: 4
train_loss: 0.0082
valid_loss: 0.0145
delta_cola_to_final: rmse: 0.1488
r2: 0.404
delta_perplexity_to_final_large: rmse: 0.0987
r2: 0.6599
iter_to_final_simplified: rmse: 0.1261
r2: 0.8519
robbert_delta_blurb_to_final: rmse: 0.1017
r2: 0.7959
mean_rmse: 0.1188, epoch: 5
train_loss: 0.0068
valid_loss: 0.0148
delta_cola_to_final: rmse: 0.149
r2: 0.4023
delta_perplexity_to_final_large: rmse: 0.1009
r2: 0.6447
iter_to_final_simplified: rmse: 0.1277
r2: 0.8479
robbert_delta_blurb_to_final: rmse: 0.102
r2: 0.7948
mean_rmse: 0.1199
test: aggregate_rmse: 0.0847
aggregate_r2: 0.8135
mean_rmse: 0.115
Likes: 0 | All-time downloads: 43
Created: 2025-06-14 19:27:21