t5-small-finetuned-emails-02

Karankankrate/t5-small-finetuned-emails-02

t5-small-finetuned-emails-02 is a machine learning model from Karankankrate. 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: Feb 13, 2023
Updated: Feb 13, 2023
SHA: f3c7c5be

Model card

From the Hugging Face model README

t5-small-finetuned-emails-02

This model is a fine-tuned version of Karankankrate/t5-small-finetuned-emails-01 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0401

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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	13	1.2195
No log	2.0	26	1.1666
No log	3.0	39	1.1272
No log	4.0	52	1.1020
No log	5.0	65	1.0809
No log	6.0	78	1.0653
No log	7.0	91	1.0551
No log	8.0	104	1.0474
No log	9.0	117	1.0422
No log	10.0	130	1.0401

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2

Library: transformers
Type: t5
License: apache-2.0
Created: Feb 13, 2023
Updated: Feb 13, 2023