flan1

nisso22/flan1

flan1 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 23, 2024
Updated: Feb 23, 2024
SHA: 52ca2477

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan1

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: 0.0792
Rouge1: 0.8816
Rouge2: 0.8196
Rougel: 0.8797
Rougelsum: 0.8802

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	84	0.0868	0.7926	0.6605	0.7864	0.7886
No log	2.0	168	0.0775	0.9046	0.8065	0.9025	0.9024
No log	3.0	252	0.0792	0.8816	0.8196	0.8797	0.8802

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 23, 2024
Updated: Feb 23, 2024