long-t5-tglobal-base-neutralization

JoseLuis95/long-t5-tglobal-base-neutralization

long-t5-tglobal-base-neutralization is a machine learning model from JoseLuis95. 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. --

Downloads · 30 days

3% of all-time downloads

All-time downloads

307

Public

Parameters

248M

2 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors990 MB · 100%

At a glance

Library: transformers
License: apache-2.0
Model type: longt5
Access: Public
Created: Feb 20, 2024
Updated: Feb 20, 2024
SHA: f670842a

Base models

google/long-t5-tglobal-base

Model card

From the Hugging Face model README

long-t5-tglobal-base-neutralization

This model is a fine-tuned version of google/long-t5-tglobal-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0967
Bleu: 51.7352
Gen Len: 18.0

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: 5.6e-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
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	440	0.1325	51.738	18.1458
0.3657	2.0	880	0.0967	51.7352	18.0

Framework versions

Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2

Library: transformers
Type: longt5
License: apache-2.0
Created: Feb 20, 2024
Updated: Feb 20, 2024