mt5-small-kompas

Farras/mt5-small-kompas

mt5-small-kompas is a machine learning model from Farras. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

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

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At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Dec 11, 2022
Updated: Dec 11, 2022
SHA: c9ad3652

Model card

From the Hugging Face model README

Farras/mt5-small-kompas

This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 10.4473
Validation Loss: 7.2048
Epoch: 1

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:

optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5.6e-05, 'decay_steps': 230, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: mixed_float16

Training results

Train Loss	Validation Loss	Epoch
15.0491	7.8158	0
10.4473	7.2048	1

Framework versions

Transformers 4.25.1
TensorFlow 2.10.0
Datasets 2.7.1
Tokenizers 0.13.2

Library: transformers
Type: mt5
License: apache-2.0
Created: Dec 11, 2022
Updated: Dec 11, 2022