bert-base-german-cased-hatespeech-GermEval18

CundK/bert-base-german-cased-hatespeech-GermEval18

bert-base-german-cased-hatespeech-GermEval18 is a text classification model from CundK. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: bert
Access: Public
Created: Sep 22, 2023
Updated: Feb 1, 2024
SHA: 81d4365a

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Base models

Model card

From the Hugging Face model README

bert-base-german-cased-hatespeech-GermEval18

This model is a fine-tuned version of bert-base-german-cased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9184
Accuracy: 0.7810

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	314	0.8052	0.7769
0.1769	2.0	628	0.9184	0.7810

Framework versions

Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: bert
License: mit
Created: Sep 22, 2023
Updated: Feb 1, 2024