bic-fil-mt5b

iManay/bic-fil-mt5b

bic-fil-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: 9767bb3e

Base models

google/mt5-base

Model card

From the Hugging Face model README

bic-fil-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: 0.4212
Validation Loss: 2.6637
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
6.4138	5.0392	0
4.7105	3.8096	1
3.7780	3.2907	2
3.2925	3.0002	3
2.9407	2.8001	4
2.6372	2.6142	5
2.3310	2.4768	6
2.1052	2.2808	7
1.8424	2.2372	8
1.6298	2.2036	9
1.4416	2.1891	10
1.2660	2.1835	11
1.1067	2.2480	12
0.9585	2.2821	13
0.8516	2.3494	14
0.7260	2.4127	15
0.6270	2.5566	16
0.5473	2.5503	17
0.4718	2.6471	18
0.4212	2.6637	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