mt5-aym-zero

alvations/mt5-aym-zero

mt5-aym-zero is a machine learning model from alvations. 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.

should 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 17, 2023
Updated: May 19, 2023
SHA: 534faa8d

Model card

From the Hugging Face model README

mt5-aym-zero

This model is a fine-tuned version of alvations/mt5-aym-zero on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2035
Chrf: 23.9937
Bleu: 2.9371
Gen Len: 17.1956

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 100000

Training results

Training Loss	Epoch	Step	Bleu	Chrf	Gen Len	Validation Loss
0.0658	5.13	20000	2.9963	23.9471	17.2839	0.1892
0.0633	10.26	40000	2.9953	24.004	17.2648	0.1932
0.059	15.39	60000	2.9368	24.0104	17.2207	0.1975
0.057	20.52	80000	2.9962	23.978	17.1725	0.2006
0.055	25.65	100000	0.2035	23.9937	2.9371	17.1956

Framework versions

Transformers 4.29.2
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: May 17, 2023
Updated: May 19, 2023