t5_3b_qgen – AI Model by learn3r | AlphaNeural AI

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learn3r/
t5_3b_qgen

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text2text-generation

generated_from_trainer

google-t5/t5-3b

text-generation-inference

endpoints_compatible

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t5_3b_epoch_10

This model is a fine-tuned version of t5-3b on the squad dataset. It achieves the following results on the evaluation set:

Loss: 1.0960

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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.147	1.0	342	1.0960
0.9928	2.0	684	1.1021
0.861	3.0	1026	1.1422
0.7545	4.0	1368	1.2032
0.6504	5.0	1710	1.2719
0.5708	6.0	2053	1.3405
0.5077	7.0	2395	1.4169
0.452	8.0	2737	1.4925
0.4063	9.0	3079	1.5488
0.3863	9.99	3420	1.5926

Framework versions

Transformers 4.32.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3