flan-t5-small-quaso-gen5

MettBrot/flan-t5-small-quaso-gen5

flan-t5-small-quaso-gen5 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 21, 2024
Updated: Jul 21, 2024
SHA: 99ce8f2d

Model card

From the Hugging Face model README

flan-t5-small-quaso-gen5

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

Loss: 1.5372
Rouge1: 0.3997
Rouge2: 0.1592
Rougel: 0.3248
Rougelsum: 0.3810
Gen Len: 42.046

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
1.7045	1.0	34324	1.5575	0.3936	0.1547	0.3183	0.3749	42.0369
1.6563	2.0	68648	1.5509	0.3975	0.1561	0.3225	0.3789	42.1242
1.6622	3.0	102972	1.5440	0.3947	0.1575	0.3210	0.3763	41.7531
1.638	4.0	137296	1.5393	0.3969	0.1575	0.3224	0.3785	41.8038
1.6222	5.0	171620	1.5372	0.3997	0.1592	0.3248	0.3810	42.046

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: transformers
Type: t5
Created: Jul 21, 2024
Updated: Jul 21, 2024