reviews_sum – AI Model by mirfan899 | AlphaNeural AI

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mirfan899/
reviews_sum

like

0

text2text-generation

generated_from_trainer

mirfan899/movies_reviews_summaries

google/mt5-small

endpoints_compatible

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reviews_sum

This model is a fine-tuned version of google/mt5-small on an mirfan899/movies_reviews_summaries dataset. It achieves the following results on the evaluation set:

Loss: 2.0004
Rouge1: 0.0606
Rouge2: 0.0075
Rougel: 0.0615
Rougelsum: 0.0611
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: 0.001
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	395	2.2625	0.0346	0.0069	0.035	0.0352	18.9778
3.319	2.0	790	2.1100	0.0419	0.0093	0.0428	0.0426	19.0
2.2853	3.0	1185	2.0675	0.047	0.0061	0.0483	0.0481	19.0
2.0122	4.0	1580	2.0005	0.0584	0.0095	0.0601	0.0599	19.0
2.0122	5.0	1975	2.0004	0.0606	0.0075	0.0615	0.0611	19.0

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.14.6
Tokenizers 0.14.1