summarize_01 – AI Model by lunarlist | AlphaNeural AI

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lunarlist/
summarize_01

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text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

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summarize_01

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

Loss: 0.9303
Rouge1: 0.008
Rouge2: 0.0
Rougel: 0.0081
Rougelsum: 0.0083
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: 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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	250	0.9455	0.0024	0.0	0.0024	0.0024	19.0
0.994	2.0	500	0.9342	0.0093	0.0	0.0094	0.0096	19.0
0.994	3.0	750	0.9298	0.0056	0.0	0.0056	0.0056	19.0
0.9256	4.0	1000	0.9303	0.008	0.0	0.0081	0.0083	19.0

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1