bert-base-german-cased-MLM-eu-or-ddr

jonas-luehrs/bert-base-german-cased-MLM-eu-or-ddr

bert-base-german-cased-MLM-eu-or-ddr is a fill-mask model from jonas-luehrs. Use it when you need the model to fill a missing word. 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: Fill-Mask
Library: transformers
License: mit
Model type: bert
Access: Public
Created: Sep 17, 2023
Updated: Sep 17, 2023
SHA: 8b371171

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Base models

Model card

From the Hugging Face model README

bert-base-german-cased-MLM-eu-or-ddr

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: 1.2564

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
2.0187	1.0	391	1.5006
1.5353	2.0	782	1.3764
1.4279	3.0	1173	1.3219
1.3776	4.0	1564	1.2894
1.3535	5.0	1955	1.2683

Framework versions

Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

Task: Fill-Mask
Library: transformers
Type: bert
License: mit
Created: Sep 17, 2023
Updated: Sep 17, 2023