transforemr_16 – AI Model by mins0o0 | AlphaNeural AI

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mins0o0/
transforemr_16

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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transforemr_16

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

Loss: 1.4841
Bleu: 8.6082
Gen Len: 17.5647

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.8767	1.0	6355	1.6443	7.2826	17.6214
1.7864	2.0	12710	1.5863	7.7743	17.5883
1.7465	3.0	19065	1.5544	8.0399	17.5689
1.7034	4.0	25420	1.5304	8.1983	17.5708
1.6912	5.0	31775	1.5148	8.3483	17.5603
1.6652	6.0	38130	1.5022	8.4549	17.5658
1.6534	7.0	44485	1.4951	8.5235	17.563
1.6615	8.0	50840	1.4884	8.562	17.5624
1.6426	9.0	57195	1.4854	8.5932	17.5643
1.6451	10.0	63550	1.4841	8.6082	17.5647

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.2.0
Datasets 2.17.1
Tokenizers 0.15.2