mt5-aym-lex-try3

alvations/mt5-aym-lex-try3

mt5-aym-lex-try3 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 10, 2023
Updated: May 15, 2023
SHA: 2e5763ff

Model card

From the Hugging Face model README

mt5-aym-lex-try3

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

Loss: 0.1687
Chrf: 20.013
Bleu: 4.4299
Gen Len: 17.1254

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: 5
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Chrf	Bleu	Gen Len
0.2142	0.0	20	0.1750	20.6672	4.6405	17.0733
0.1881	0.01	40	0.1704	20.1942	4.484	17.1141
0.2355	0.01	60	0.1690	20.0147	4.4349	17.1302
0.1939	0.02	80	0.1688	20.0311	4.4427	17.1319
0.1985	0.02	100	0.1687	20.013	4.4299	17.1254

Framework versions

Transformers 4.29.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: May 10, 2023
Updated: May 15, 2023