small_dataset_test_with_byt5_small

anujbishtTx/small_dataset_test_with_byt5_small

small_dataset_test_with_byt5_small is a machine learning model from anujbishtTx. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: t5
Access: Public
Created: Sep 9, 2024
Updated: Sep 10, 2024
SHA: 576d7c2b

Base models

google/byt5-small

Model card

From the Hugging Face model README

small_dataset_test_with_byt5_small

This model is a fine-tuned version of google/byt5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 3.7505
Accuracy: 0.4989

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: 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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
8.6258	1.0	3	6.0739	0.4062
7.5726	2.0	6	4.3522	0.4715
5.8151	3.0	9	3.7505	0.4989

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: t5
License: apache-2.0
Created: Sep 9, 2024
Updated: Sep 10, 2024