finetuned-t5-medical

Omkar7/finetuned-t5-medical

finetuned-t5-medical is a machine learning model from Omkar7. 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: Nov 16, 2023
Updated: Nov 16, 2023
SHA: 5ec8d159

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

finetuned-t5-medical

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: 1.8686
Rouge1: 0.1114
Rouge2: 0.0304
Rougel: 0.0872
Rougelsum: 0.1020

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: 5
eval_batch_size: 5
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	85	2.0499	0.1186	0.0307	0.0940	0.1071
No log	2.0	170	1.9463	0.1021	0.0251	0.0838	0.0926
No log	3.0	255	1.8942	0.1158	0.0324	0.0934	0.1083
No log	4.0	340	1.8706	0.1101	0.0279	0.0860	0.1017
No log	5.0	425	1.8686	0.1114	0.0304	0.0872	0.1020

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Nov 16, 2023
Updated: Nov 16, 2023