metadata

license: cc-by-4.0
tags:
  - generated_from_trainer
base_model: flax-community/roberta-base-danish
model-index:
  - name: danish-roberta-botxo-danish-finetuned-hatespeech
    results: []

danish-roberta-botxo-danish-finetuned-hatespeech

This model is for a university project and is uploaded for sharing between students. It is training on a danish hate speech labeled training set. Feel free to use it, but as of now, we don't promise any good results ;-)

This model is a fine-tuned version of flax-community/roberta-base-danish on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2849

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	315	0.3074
0.3016	2.0	630	0.3152
0.3016	3.0	945	0.2849

Framework versions

Transformers 4.12.5
Pytorch 1.10.0+cu111
Datasets 1.16.1
Tokenizers 0.10.3