flan-t5-base-finetune

htriedman/flan-t5-base-finetune

flan-t5-base-finetune is a machine learning model from htriedman. 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: May 4, 2023
Updated: May 8, 2023
SHA: cce4f1f2

Model card

From the Hugging Face model README

flan-t5-base-finetune

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

Loss: 0.0175
Rouge2 Precision: 0.8828
Rouge2 Recall: 0.1209
Rouge2 Fmeasure: 0.2082

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: 32
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	Rouge2 Precision	Rouge2 Recall	Rouge2 Fmeasure
0.0258	1.0	54375	0.0238	0.8678	0.119	0.2048
0.0236	2.0	108750	0.0199	0.877	0.1203	0.2071
0.0166	3.0	163125	0.0185	0.88	0.1206	0.2076
0.0134	4.0	217500	0.0177	0.8824	0.1208	0.208
0.0146	5.0	271875	0.0175	0.8828	0.1209	0.2082

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: May 4, 2023
Updated: May 8, 2023