flan-t5-large-da-multiwoz2.0_800-ep20-nonstop – AI Model by Zekunli | AlphaNeural AI

You can deploy this model and start earning money today!

Zekunli/
flan-t5-large-da-multiwoz2.0_800-ep20-nonstop

like

0

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

Views

No views yet

flan-t5-large-da-multiwoz2.0_800-ep20-nonstop

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

Loss: 0.3410
Accuracy: 43.8809
Num: 7358
Gen Len: 15.5621

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: 16
eval_batch_size: 64
seed: 1799
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Num	Gen Len
0.6162	2.98	1000	0.3647	37.6718	7358	14.561
0.3779	5.95	2000	0.3429	40.5537	7358	15.6453
0.3392	8.93	3000	0.3363	42.0162	7358	15.4191
0.3122	11.9	4000	0.3379	43.6228	7358	15.4768
0.2969	14.88	5000	0.3381	44.0703	7358	15.6844
0.2845	17.86	6000	0.3413	43.946	7358	15.5164

Framework versions

Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.5.1
Tokenizers 0.12.1