flan-t5-email-subjectline – AI Model by sdelowar2 | AlphaNeural AI

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sdelowar2/
flan-t5-email-subjectline

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text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

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flan-t5-email-subjectline

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: 3.6668
Rouge1: 0.3165
Rouge2: 0.1635
Rougel: 0.3115
Rougelsum: 0.3115

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: 3e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
2.9923	1.0	1600	3.6923	0.2977	0.1507	0.2927	0.2924
2.9033	2.0	3200	3.6771	0.3057	0.1559	0.3008	0.3005
2.8519	3.0	4800	3.6828	0.3099	0.1596	0.3044	0.3043
2.8339	4.0	6400	3.6640	0.3143	0.1616	0.3093	0.3093
2.8067	5.0	8000	3.6578	0.3152	0.1629	0.3100	0.3100
2.7319	6.0	9600	3.6668	0.3165	0.1635	0.3115	0.3115

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1