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KiteAether/
khmer-trcor-06-07

Name: khmer-trcor-06-07
Availability: InStock

transformers

safetensors

vision-encoder-decoder

image-to-text

generated_from_trainer

microsoft/trocr-base-handwritten

finetune

mit

endpoints_compatible

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khmer-trcor-06-07

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

Loss: 1.4072
Cer: 1.2708

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
2.6027	1.0	421	2.4338	1.4956
2.2649	2.0	842	2.4139	1.5826
1.9528	3.0	1263	1.9032	1.0964
1.7595	4.0	1684	2.1433	1.6073
1.6215	5.0	2105	1.7936	1.5157
1.5155	6.0	2526	1.5710	1.4719
1.3982	7.0	2947	1.4586	1.3185
1.3115	8.0	3368	1.4665	1.3853
1.221	9.0	3789	1.3671	1.1767
1.1423	10.0	4210	1.4072	1.2708

Framework versions

Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1

KiteAether/khmer-trcor-06-07

khmer-trcor-06-07

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

KiteAether/
khmer-trcor-06-07