t5-small-act2pas

Pushparaj2811/t5-small-act2pas

t5-small-act2pas is a machine learning model from Pushparaj2811. 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: Apr 9, 2024
Updated: Apr 9, 2024
SHA: 38ae9fac

Base models

Model card

From the Hugging Face model README

t5-small-act2pas

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

Loss: 0.1036
Rouge1: 96.7196
Rouge2: 94.1746
Rougel: 95.2986
Rougelsum: 95.3129
Gen Len: 16.5466

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.1668	1.0	8619	0.1201	96.566	93.6856	94.9463	94.9567	16.5427
0.1434	2.0	17238	0.1067	96.6808	94.0862	95.2095	95.2232	16.5474
0.129	3.0	25857	0.1036	96.7196	94.1746	95.2986	95.3129	16.5466

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 9, 2024
Updated: Apr 9, 2024