flan-t5-base-finetuned

wahid028/flan-t5-base-finetuned

flan-t5-base-finetuned is a machine learning model from wahid028. 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: Apr 11, 2024
Updated: Apr 11, 2024
SHA: 7a3e24fe

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan-t5-base-finetuned

This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3234
Rouge1: 0.3467
Rouge2: 0.2667
Rougel: 0.3179
Rougelsum: 0.3263

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: 8
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
No log	1.0	45	1.6712	0.3464	0.2671	0.3219	0.3273
No log	2.0	90	1.4640	0.3475	0.2752	0.3257	0.3314
No log	3.0	135	1.3674	0.3465	0.2689	0.3220	0.3284
No log	4.0	180	1.3237	0.3463	0.2678	0.3191	0.3268
No log	5.0	225	1.3234	0.3467	0.2667	0.3179	0.3263

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 11, 2024
Updated: Apr 11, 2024