mt5-small-finetuned-MultiHead-230207

HealthTeam/mt5-small-finetuned-MultiHead-230207

mt5-small-finetuned-MultiHead-230207 is a machine learning model from HealthTeam. 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: Feb 7, 2023
Updated: Feb 7, 2023
SHA: 3257158b

Model card

From the Hugging Face model README

mt5-small-finetuned-MultiHead-230207

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

Loss: 2.2185
Bleu: 14.3905

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
3.0155	1.0	67222	2.3749	11.2986
2.7777	2.0	134444	2.2518	13.5854
2.7531	3.0	201666	2.2185	14.3905

Framework versions

Transformers 4.26.0
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2

Library: transformers
Type: mt5
License: apache-2.0
Created: Feb 7, 2023
Updated: Feb 7, 2023