t5-large-extraction-all-cnndm_2000-ep5 – AI Model by Zekunli | AlphaNeural AI

You can deploy this model and start earning money today!

Zekunli/
t5-large-extraction-all-cnndm_2000-ep5

like

0

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

Views

No views yet

t5-large-extraction-all-cnndm_2000-ep5

This model is a fine-tuned version of t5-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.6897
Hint Hit Num: 2.206
Hint Precision: 0.4128
Num: 5.254
Gen Len: 19.0

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: 2e-05
train_batch_size: 24
eval_batch_size: 72
seed: 1799
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	Hint Hit Num	Hint Precision	Num	Gen Len
2.4295	1.19	100	1.7922	2.144	0.3954	5.304	19.0
1.9095	2.38	200	1.7152	2.194	0.4086	5.26	18.998
1.7961	3.57	300	1.6967	2.244	0.4175	5.264	19.0
1.7561	4.76	400	1.6905	2.21	0.4135	5.252	19.0

Framework versions

Transformers 4.18.0
Pytorch 1.11.0+cu113
Datasets 2.5.1
Tokenizers 0.12.1