flan-t5-base-quaso-gen2.3

MettBrot/flan-t5-base-quaso-gen2.3

flan-t5-base-quaso-gen2.3 is a machine learning model from MettBrot. 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: t5
Access: Public
Created: Jul 3, 2024
Updated: Jul 3, 2024
SHA: 2d7baf56

Model card

From the Hugging Face model README

flan-t5-base-quaso-gen2.3

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

Loss: 1.6874
Rouge1: 0.3710
Rouge2: 0.1425
Rougel: 0.3003
Rougelsum: 0.3523
Gen Len: 43.495

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.8222	1.0	4577	1.7155	0.3564	0.1316	0.2876	0.3391	36.4483
1.7824	2.0	9154	1.6988	0.3668	0.1389	0.2958	0.3478	43.8517
1.7382	3.0	13731	1.6921	0.3670	0.1389	0.2973	0.3485	40.3283
1.7036	4.0	18308	1.6887	0.3733	0.1422	0.3009	0.3537	42.035
1.6779	5.0	22885	1.6874	0.3710	0.1425	0.3003	0.3523	43.495

Framework versions

Transformers 4.42.3
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: transformers
Type: t5
Created: Jul 3, 2024
Updated: Jul 3, 2024