flan-t5-small-samsum – AI Model by KevinEgan | AlphaNeural AI

You can deploy this model and start earning money today!

KevinEgan/
flan-t5-small-samsum

like

0

text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

flan-t5-small-samsum

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: 1.6231
Rouge1: 46.1671
Rouge2: 21.1856
Rougel: 38.1757
Rougelsum: 42.2628
Gen Len: 23.9548

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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Gen Len	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
1.4770	1.0	1842	24.3431	1.6961	44.2122	19.8283	36.4978	40.3151
1.6611	2.0	3684	23.1294	1.6280	45.5456	20.6914	37.732	41.7582
1.6080	3.0	5526	23.5592	1.6243	45.9714	21.1067	38.1001	42.0213
1.6034	4.0	7368	23.9548	1.6231	46.1671	21.1856	38.1757	42.2628
1.5841	5.0	9210	23.7204	1.6231	46.2543	21.2934	38.2606	42.2705

Framework versions

Transformers 5.5.4
Pytorch 2.10.0+cu128
Datasets 4.8.4
Tokenizers 0.22.2