cdc_influenza

PergaZuZ/cdc_influenza

cdc_influenza is a machine learning model from PergaZuZ. 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 9, 2024
Updated: Apr 15, 2024
SHA: 3c8a9aa1

Base models

Model card

From the Hugging Face model README

cdc_influenza

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7083
Rouge1: 0.2081
Rouge2: 0.0515
Rougel: 0.1688
Rougelsum: 0.1681
Gen Len: 19.0

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: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	3	0.7952	0.2523	0.0973	0.2044	0.2089	19.0
No log	2.0	6	0.7487	0.2258	0.0711	0.1855	0.1841	19.0
No log	3.0	9	0.7204	0.2081	0.0515	0.1688	0.1681	19.0
No log	4.0	12	0.7083	0.2081	0.0515	0.1688	0.1681	19.0

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 9, 2024
Updated: Apr 15, 2024