results – AI Model by gjyotk | AlphaNeural AI

You can deploy this model and start earning money today!

gjyotk/
results

like

0

text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

Views

No views yet

results

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: 1.1086
Rouge1: 0.4487
Rouge2: 0.2809
Rougel: 0.4097
Rougelsum: 0.4110

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: 0.0003
train_batch_size: 8
eval_batch_size: 4
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
No log	1.0	67	1.4667	0.3682	0.1743	0.3295	0.3298
No log	2.0	134	1.2361	0.4035	0.2159	0.3666	0.3647
No log	3.0	201	1.1369	0.4482	0.2765	0.3971	0.3966
No log	4.0	268	1.0996	0.4526	0.2926	0.4106	0.4126
No log	5.0	335	1.1086	0.4487	0.2809	0.4097	0.4110

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2