cluster_to_text – AI Model by hungngo04 | AlphaNeural AI

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hungngo04/
cluster_to_text

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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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