cluster_to_text_t5_base_test

hungngo04/cluster_to_text_t5_base_test

cluster_to_text_t5_base_test is a machine learning model from hungngo04. 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 12, 2023
Updated: Jul 12, 2023
SHA: 8179c984

Model card

From the Hugging Face model README

cluster_to_text_t5_base_test

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

Loss: 1.7184
Bleu: 12.1051
Gen Len: 10.6659

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

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.4089	1.0	4678	2.1095	3.8133	11.5338
2.1256	2.0	9356	1.8032	9.8148	10.7901
2.0173	3.0	14034	1.7184	12.1051	10.6659

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jul 12, 2023
Updated: Jul 12, 2023