fil-bic-mt5b

iManay/fil-bic-mt5b

fil-bic-mt5b is a machine learning model from iManay. 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: May 27, 2024
Updated: May 29, 2024
SHA: 341013f8

Base models

google/mt5-base

Model card

From the Hugging Face model README

fil-bic-mt5b

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

Train Loss: 0.2155
Validation Loss: 2.4691
Epoch: 19

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': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: float32

Training results

Train Loss	Validation Loss	Epoch
4.8782	3.0764	0
3.0550	2.4897	1
2.4361	2.1678	2
2.0424	1.9982	3
1.7454	1.8860	4
1.5089	1.8502	5
1.3137	1.8682	6
1.1487	1.8252	7
0.9793	1.8486	8
0.8428	1.8815	9
0.7107	1.9716	10
0.6015	2.0271	11
0.5106	2.1239	12
0.4392	2.2095	13
0.3786	2.2045	14
0.3315	2.2884	15
0.2882	2.3419	16
0.2587	2.4029	17
0.2354	2.4173	18
0.2155	2.4691	19

Framework versions

Transformers 4.37.2
TensorFlow 2.15.0
Datasets 2.17.0
Tokenizers 0.15.2

Library: transformers
Type: mt5
License: apache-2.0
Created: May 27, 2024
Updated: May 29, 2024