Edit model card

sentenec30k

This model is a fine-tuned version of csebuetnlp/banglat5 on an unknown dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.0914
  • eval_bleu: 88.0302
  • eval_Val Accuracy: 0.6747
  • eval_Word_accuracy: 0.9816
  • eval_gen_len: 14.3687
  • eval_runtime: 131.8333
  • eval_samples_per_second: 22.756
  • eval_steps_per_second: 1.426
  • epoch: 5.0
  • step: 2225

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: 0.0005
  • train_batch_size: 54
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 200

Framework versions

  • Transformers 4.35.2
  • Pytorch 1.13.1+cu117
  • Datasets 2.16.1
  • Tokenizers 0.15.0
Downloads last month
4
Safetensors
Model size
248M params
Tensor type
F32
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for fia24/sentenec30k

Finetuned
(57)
this model