t5-small-finetuned-pubmedSum

bleuLabs/t5-small-finetuned-pubmedSum

t5-small-finetuned-pubmedSum is a machine learning model from bleuLabs. 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: Aug 24, 2024
Updated: Aug 24, 2024
SHA: 27109596

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

t5-small-finetuned-pubmedSum

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

Loss: 2.0141
Rouge1: 14.3086
Rouge2: 6.1646
Rougel: 12.2632
Rougelsum: 13.2105
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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.2119	1.0	29981	2.0141	14.3086	6.1646	12.2632	13.2105	19.0

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu124
Datasets 2.21.0
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: Aug 24, 2024
Updated: Aug 24, 2024