text_summarization_finetuned2 – AI Model by HARDYCHEN | AlphaNeural AI

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HARDYCHEN/
text_summarization_finetuned2

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text2text-generation

generated_from_trainer

Falconsai/text_summarization

text-generation-inference

endpoints_compatible

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text_summarization_finetuned2

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

Loss: 0.3126
Rouge1: 0.0675
Rouge2: 0.0578
Rougel: 0.0674
Rougelsum: 0.0674
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: 2
eval_batch_size: 2
seed: 42
distributed_type: multi-GPU
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.4139	1.0	2000	0.3411	0.0632	0.0524	0.0632	0.0632	19.0
0.3635	2.0	4000	0.3215	0.0658	0.0557	0.0658	0.0658	19.0
0.348	3.0	6000	0.3146	0.0668	0.0571	0.0668	0.0668	19.0
0.3445	4.0	8000	0.3126	0.0675	0.0578	0.0674	0.0674	19.0

Framework versions

Transformers 4.36.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0