t5baseflan

AathifMohammed/t5baseflan

t5baseflan is a machine learning model from AathifMohammed. 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: Mar 23, 2024
Updated: Mar 23, 2024
SHA: 1fed66d2

Base models

google-t5/t5-base

Model card

From the Hugging Face model README

t5baseflan

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

Loss: 1.9099
Rouge1: 43.4605
Rouge2: 21.3934
Rougel: 28.2593
Rougelsum: 39.3421
Gen Len: 198.6926

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: 4e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
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
2.0639	1.0	515	1.9099	43.4605	21.3934	28.2593	39.3421	198.6926

Framework versions

Transformers 4.39.1
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Mar 23, 2024
Updated: Mar 23, 2024