long-t5-local-base-ARv1-ARv2

G-R-A-V-I-T-Y/long-t5-local-base-ARv1-ARv2

long-t5-local-base-ARv1-ARv2 is a machine learning model from G-R-A-V-I-T-Y. 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: longt5
Access: Public
Created: May 27, 2024
Updated: May 27, 2024
SHA: 81da4baa

Base models

G-R-A-V-I-T-Y/long-t5-local-base-ARv1

Model card

From the Hugging Face model README

long-t5-local-base-ARv1-ARv2

This model is a fine-tuned version of G-R-A-V-I-T-Y/long-t5-local-base-ARv1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.8884
Exact Match: 25.4
Gen Len: 3.681

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss	Exact Match	Gen Len
1.4893	1.0	625	1.0893	16.6	3.982
1.1267	2.0	1250	1.0381	17.6	3.968
1.1437	3.0	1875	0.9417	25.4	3.678
0.9856	4.0	2500	0.9255	26.9	3.496
1.0154	5.0	3125	0.8974	23.5	3.731
1.0412	6.0	3750	0.8926	25.1	3.618
1.0409	7.0	4375	0.8884	25.4	3.681

Framework versions

Transformers 4.41.0
Pytorch 2.2.1
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: longt5
License: apache-2.0
Created: May 27, 2024
Updated: May 27, 2024