flan2

nisso22/flan2

flan2 is a machine learning model from nisso22. 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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Hugging Face

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Feb 24, 2024
Updated: Feb 24, 2024
SHA: 34593422

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan2

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: 0.1112
Rouge1: 0.8384
Rouge2: 0.7352
Rougel: 0.8280
Rougelsum: 0.8327

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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
No log	1.0	80	0.1090	0.7947	0.6796	0.7935	0.7899
No log	2.0	160	0.1088	0.8287	0.7261	0.8192	0.8220
No log	3.0	240	0.1112	0.8384	0.7352	0.8280	0.8327

Framework versions

Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2

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