mt5-base

obokkkk/mt5-base

mt5-base is a machine learning model from obokkkk. 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.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: mt5
Access: Public
Created: Apr 28, 2022
Updated: Apr 29, 2022
SHA: 92003817

Model card

From the Hugging Face model README

mt5-base

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2760
Bleu: 8.6707
Gen Len: 16.9319

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: 0.001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 256
total_train_batch_size: 2048
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	183	1.4997	6.2141	17.0073
No log	2.0	366	1.3718	7.4647	16.9205
1.9408	3.0	549	1.3184	8.1938	16.8962
1.9408	4.0	732	1.2857	8.5265	16.9167
1.9408	5.0	915	1.2760	8.6707	16.9319

Framework versions

Transformers 4.18.0
Pytorch 1.11.0+cu113
Datasets 2.1.0
Tokenizers 0.12.1

Library: transformers
Type: mt5
Created: Apr 28, 2022
Updated: Apr 29, 2022