long-t5-tglobal-large-joint-dg – AI Model by rrodrigu3z | AlphaNeural AI

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rrodrigu3z/
long-t5-tglobal-large-joint-dg

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text2text-generation

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google/long-t5-tglobal-large

endpoints_compatible

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long-t5-tglobal-large-joint-dg

This model is a fine-tuned version of google/long-t5-tglobal-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8659

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
3.0755	0.37	2000	2.8689
2.5673	0.73	4000	2.4161
2.2716	1.1	6000	2.1847
2.1425	1.46	8000	2.0509
2.0479	1.83	10000	1.9583
1.9389	2.19	12000	1.9142
1.9041	2.56	14000	1.8739
1.8992	2.92	16000	1.8671

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.4.0
Tokenizers 0.15.0