git-base-yy

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

  • Loss: 0.5227
  • Wer Score: 2.4121

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: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 16
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 50
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer Score
3.6336 5.0 50 4.6676 1.2862
1.318 10.0 100 0.9472 0.9491
0.2607 15.0 150 0.4883 0.9379
0.1207 20.0 200 0.4908 0.9526
0.075 25.0 250 0.4996 1.2448
0.0458 30.0 300 0.5111 1.3698
0.0336 35.0 350 0.5164 2.1043
0.0272 40.0 400 0.5194 1.2397
0.0238 45.0 450 0.5231 2.6802
0.0216 50.0 500 0.5227 2.4121

Framework versions

  • Transformers 4.52.4
  • Pytorch 2.6.0+cu124
  • Datasets 3.6.0
  • Tokenizers 0.21.2
Downloads last month
21
Safetensors
Model size
177M params
Tensor type
F32
ยท
Inference Providers NEW
This model isn't deployed by any Inference Provider. ๐Ÿ™‹ Ask for provider support

Model tree for WafaaFraih/git-base-yy

Base model

microsoft/git-base
Finetuned
(117)
this model