Hugging Face's logo

arunsingh01
/
lang_translation_model

Text2Text Generation
Transformers
TensorBoard
Safetensors
t5
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
lang_translation_model / README.md
arunsingh01's picture
arunsingh01
End of training
7c5dc73 verified
preview code
|
raw
history blame contribute delete
No virus
1.53 kB
metadata
library_name: transformers
license: apache-2.0
base_model: google-t5/t5-small
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: lang_translation_model
    results: []

lang_translation_model

This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3413
  • Bleu: 0.2247
  • Gen Len: 18.8285

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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
0.3277 1.0 10370 0.3377 0.1722 18.8612
0.331 2.0 20740 0.3413 0.2247 18.8285

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Tokenizers 0.19.1