You can deploy this model and start earning money today!

BenjaminTT/
NLPGroupProject-Finetune-Funnel-Transformer

Name: NLPGroupProject-Finetune-Funnel-Transformer
Availability: InStock

generated_from_trainer

funnel-transformer/intermediate-base

finetune

apache-2.0

endpoints_compatible

Views

No views yet

NLPGroupProject-Finetune-Funnel-Transformer

This model is a fine-tuned version of funnel-transformer/intermediate-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3863
Accuracy: 0.263

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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.4073	0.25	500	1.3863	0.262
1.403	0.5	1000	1.3863	0.275
1.4031	0.75	1500	1.3863	0.263
1.4035	1.0	2000	1.3863	0.259
1.3984	1.25	2500	1.3863	0.283
1.3904	1.5	3000	1.3863	0.263
1.3977	1.75	3500	1.3863	0.252
1.3949	2.0	4000	1.3863	0.272
1.3979	2.25	4500	1.3863	0.258
1.3965	2.5	5000	1.3863	0.225
1.3944	2.75	5500	1.3863	0.246
1.3999	3.0	6000	1.3863	0.263

Framework versions

Transformers 4.40.0
Pytorch 2.2.2+cu118
Datasets 2.19.0
Tokenizers 0.19.1

BenjaminTT/NLPGroupProject-Finetune-Funnel-Transformer

NLPGroupProject-Finetune-Funnel-Transformer

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

BenjaminTT/
NLPGroupProject-Finetune-Funnel-Transformer