t5-small-finetuned-toxic

TheLongSentance/t5-small-finetuned-toxic

t5-small-finetuned-toxic is a machine learning model from TheLongSentance. 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: t5
Access: Public
Created: Mar 2, 2022
Updated: Aug 3, 2021
SHA: ce20c3ad

Model card

From the Hugging Face model README

t5-small-finetuned-toxic

This model is a fine-tuned version of t5-small on an unkown dataset. It achieves the following results on the evaluation set:

Loss: 0.1295
Rouge1: 93.7659
Rouge2: 3.6618
Rougel: 93.7652
Rougelsum: 93.7757
Gen Len: 2.5481

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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.1595	1.0	7979	0.1295	93.7659	3.6618	93.7652	93.7757	2.5481

Framework versions

Transformers 4.9.1
Pytorch 1.9.0+cu102
Datasets 1.11.0
Tokenizers 0.10.3

Library: transformers
Type: t5
License: apache-2.0
Created: Mar 2, 2022
Updated: Aug 3, 2021