flan-t5-small-dialogsum-test-total – AI Model by MoralesTP | AlphaNeural AI

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MoralesTP/
flan-t5-small-dialogsum-test-total

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text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

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flan-t5-small-dialogsum-test-total

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

Loss: 0.3144
Rouge1: 90.9193
Rouge2: 90.0242
Rougel: 90.9131
Rougelsum: 90.9143
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: 5e-05
train_batch_size: 8
eval_batch_size: 8
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	250	0.3265	90.9193	90.0242	90.9131	90.9143	19.0
0.4884	2.0	500	0.3162	90.9193	90.0242	90.9131	90.9143	19.0
0.4884	3.0	750	0.3165	90.9193	90.0242	90.9131	90.9143	19.0
0.2916	4.0	1000	0.3144	90.9193	90.0242	90.9131	90.9143	19.0
0.2916	5.0	1250	0.3166	90.9193	90.0242	90.9131	90.9143	19.0

Framework versions

Transformers 4.39.0
Pytorch 2.2.1+cu121
Datasets 2.14.7
Tokenizers 0.15.2