my_politics_model – AI Model by hli623 | AlphaNeural AI

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hli623/
my_politics_model

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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my_politics_model

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 4.4867
Rouge1: 0.0889
Rouge2: 0.0071
Rougel: 0.0709
Rougelsum: 0.0707
Gen Len: 19.0

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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	22	5.2260	0.0774	0.0032	0.0624	0.0624	19.0
No log	2.0	44	4.7072	0.0851	0.0061	0.0683	0.0685	19.0
No log	3.0	66	4.5356	0.0897	0.0066	0.0707	0.0707	19.0
No log	4.0	88	4.4867	0.0889	0.0071	0.0709	0.0707	19.0

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3