de_mlm_wiki_30_new

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

• Loss: 7.1289

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: 0.0001
• train_batch_size: 16
• eval_batch_size: 16
• seed: 30
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 40000
• training_steps: 10000

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.9847	2000	8.0930
8.1314	1.9695	4000	7.4037
8.1314	2.9542	6000	7.3084
7.3037	3.9389	8000	7.2051
7.3037	4.9237	10000	7.1289

Framework versions

• Transformers 4.45.2
• Pytorch 2.5.1+cu124
• Datasets 3.0.1
• Tokenizers 0.20.1