flan-t5-large-clang8-e1-b16 – AI Model by jeremyvictor | AlphaNeural AI

You can deploy this model and start earning money today!

jeremyvictor/
flan-t5-large-clang8-e1-b16

like

0

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

Views

No views yet

flan-t5-large-clang8-e1-b16

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

Loss: 0.2994
Rouge1: 80.9044
Rouge2: 74.7041
Rougel: 80.3109
Rougelsum: 80.3664
Gen Len: 16.0625

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: 0.001
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adafactor
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.2432	0.25	36000	0.4018	78.4447	71.3656	77.7552	77.8451	15.9010
0.1837	0.49	72000	0.3781	76.8828	69.9993	76.0584	76.1479	15.4026
0.1511	0.74	108000	0.3282	79.7898	73.329	79.1608	79.2416	15.9021
0.1267	0.98	144000	0.2994	80.9044	74.7041	80.3109	80.3664	16.0625

Framework versions

Transformers 4.27.4
Pytorch 1.11.0a0+b6df043
Datasets 2.11.0
Tokenizers 0.13.2