Flant5_Complaint

zera09/Flant5_Complaint

Flant5_Complaint is a machine learning model from zera09. 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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Hugging Face

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Jun 3, 2024
Updated: Jun 3, 2024
SHA: 4890eca1

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

Flant5_Complaint

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1839

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: 0.0003
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	159	0.1390
No log	2.0	318	0.1345
No log	3.0	477	0.1320
0.1669	4.0	636	0.1397
0.1669	5.0	795	0.1503
0.1669	6.0	954	0.1546
0.0764	7.0	1113	0.1623
0.0764	8.0	1272	0.1694
0.0764	9.0	1431	0.1789
0.0518	10.0	1590	0.1839

Framework versions

Transformers 4.41.1
Pytorch 1.13.1+cu117
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: Jun 3, 2024
Updated: Jun 3, 2024