t5-base_cola_moe_ex96_sp0_5_ar0_0_mare_mlp – AI Model by thrunlab | AlphaNeural AI | AlphaNeural AI

You can deploy this model and start earning money today!

thrunlab/
t5-base_cola_moe_ex96_sp0_5_ar0_0_mare_mlp

like

0

text-classification

generated_from_trainer

google-t5/t5-base

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

t5-base_cola_moe_ex96_sp0_5_ar0_0_mare_mlp

This model is a fine-tuned version of t5-base on the glue dataset. It achieves the following results on the evaluation set:

Loss: 1.5584
Accuracy: 0.0

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: 5e-05
train_batch_size: 32
eval_batch_size: 64
seed: 1
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 20
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5167	0.32	25	0.5671	0.7256
0.4993	0.64	50	0.5301	0.7690
0.468	0.96	75	0.5379	0.7617
0.4041	1.28	100	0.5564	0.7762
0.4419	1.6	125	0.5647	0.7726
0.4651	1.92	150	0.5805	0.7581
0.3326	2.24	175	0.5594	0.7798
0.2574	2.56	200	0.5971	0.7798

Framework versions

Transformers 4.33.2
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.11.6