flan-search-terms – AI Model by devvanshhh | AlphaNeural AI

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devvanshhh/
flan-search-terms

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text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

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flan-search-terms

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

Loss: 0.0077
Rouge1: 5.2275
Rouge2: 4.3657
Rougel: 4.8365
Rougelsum: 4.8414
Gen Len: 8.819

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
0.0301	1.0	1500	0.0188	6.3132	5.5233	5.9306	5.9285	4.9403
0.0167	2.0	3000	0.0118	5.6248	4.8018	5.2386	5.238	7.2617
0.0136	3.0	4500	0.0093	5.2543	4.4034	4.8643	4.8675	8.599
0.0114	4.0	6000	0.0080	5.3013	4.448	4.9117	4.9183	8.5447
0.0105	5.0	7500	0.0077	5.2275	4.3657	4.8365	4.8414	8.819

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1