cluster_to_text

hungngo04/cluster_to_text

cluster_to_text 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 19, 2023
Updated: Jun 19, 2023
SHA: c9286871

Model card

From the Hugging Face model README

cluster_to_text

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

Loss: 1.0608
Bleu: 39.5087
Gen Len: 10.2429

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
1.8864	1.0	4678	1.5653	17.9224	10.3526
1.6271	2.0	9356	1.3336	26.9113	10.2905
1.4621	3.0	14034	1.1952	32.9922	10.2873
1.3908	4.0	18712	1.1183	36.6438	10.2917
1.3385	5.0	23390	1.0753	38.768	10.2479
1.3138	6.0	28068	1.0608	39.5087	10.2429

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 19, 2023
Updated: Jun 19, 2023