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git-base-duski_captioner_customtrainer – AI Model by PepPixie | AlphaNeural AI
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PepPixie
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git-base-duski_captioner_customtrainer
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transformers
pytorch
tensorboard
git
image-to-text
generated_from_trainer
microsoft/git-base
finetune
mit
endpoints_compatible
us
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git-base-duski_captioner_customtrainer
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: 4.1536
Wer Score: 8.0755
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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Score
7.5116
25.0
50
5.5551
8.1132
4.5914
50.0
100
4.1536
8.0755
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.6
Tokenizers 0.13.3
