cluster_to_text_t5_base

hungngo04/cluster_to_text_t5_base

cluster_to_text_t5_base 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: Jun 20, 2023
Updated: Jun 20, 2023
SHA: 3de524f6

Model card

From the Hugging Face model README

cluster_to_text_t5_base

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

Loss: 0.4653
Bleu: 66.2251
Gen Len: 9.2028

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: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.542	1.0	3964	1.1583	26.2658	9.3137
1.0563	2.0	7928	0.7809	46.4766	9.1855
0.8165	3.0	11892	0.6044	57.0741	9.1809
0.7165	4.0	15856	0.5197	62.3771	9.2197
0.6568	5.0	19820	0.4784	65.331	9.1905
0.6231	6.0	23784	0.4653	66.2251	9.2028

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jun 20, 2023
Updated: Jun 20, 2023