mt5-aym-lex

alvations/mt5-aym-lex

mt5-aym-lex 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 18, 2023
SHA: 121006fc

Model card

From the Hugging Face model README

mt5-aym-lex

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:

Bleu: 3.1238
Chrf: 24.4605
Gen Len: 17.3872
Loss: 0.1883

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: 600

Training results

Training Loss	Epoch	Step	Bleu	Chrf	Gen Len	Validation Loss
0.067	4.86	20000	2.9344	24.2586	17.5005	0.1844
0.065	9.71	40000	3.1238	24.4605	17.3872	0.1883

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 10, 2023
Updated: May 18, 2023