t5-small-enterpret-finetuned

AravindKumar-AI/t5-small-enterpret-finetuned

t5-small-enterpret-finetuned is a machine learning model from AravindKumar-AI. 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: Jul 23, 2023
Updated: Jul 23, 2023
SHA: 2421b4f9

Base models

Model card

From the Hugging Face model README

t5-small-enterpret-finetuned

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

Loss: 2.3499
Rouge1: 0.3212
Rouge2: 0.1859
Rougel: 0.2925
Rougelsum: 0.2931
Gen Len: 18.4938

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	242	2.6522	0.2714	0.1292	0.2426	0.2432	18.0289
No log	2.0	484	2.4516	0.3076	0.1712	0.2799	0.2804	18.4618
2.9667	3.0	726	2.3734	0.3172	0.1827	0.2891	0.2897	18.4659
2.9667	4.0	968	2.3499	0.3212	0.1859	0.2925	0.2931	18.4938

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jul 23, 2023
Updated: Jul 23, 2023