flan-t5-small_twon-debug-generative-agent – AI Model by cl-trier | AlphaNeural AI

You can deploy this model and start earning money today!

cl-trier/
flan-t5-small_twon-debug-generative-agent

like

0

text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

flan-t5-small_twon-debug-generative-agent

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: 3.8511
Rouge1: 9.4574
Rouge2: 3.2143
Rougel: 8.6333
Rougelsum: 8.8052
Gen Len: 18.99

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: 4e-05
train_batch_size: 24
eval_batch_size: 24
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
4.2488	1.19	100	3.9027	9.2555	2.9689	8.4655	8.5977	18.988
4.0882	2.38	200	3.8511	9.4574	3.2143	8.6333	8.8052	18.99
4.021	3.57	300	3.8275	9.132	3.1204	8.3109	8.5109	18.994
4.0126	4.76	400	3.8172	9.4354	3.1824	8.5889	8.7927	18.996

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu117
Datasets 2.14.3
Tokenizers 0.13.3