longformer-epidemiology-1epoch – AI Model by Howard881010 | AlphaNeural AI

You can deploy this model and start earning money today!

Howard881010/
longformer-epidemiology-1epoch

like

0

text-classification

generated_from_trainer

allenai/longformer-base-4096

autotrain_compatible

endpoints_compatible

Views

No views yet

longformer-epidemiology-1epoch

This model is a fine-tuned version of allenai/longformer-base-4096 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6951
Accuracy: 0.477
F1: 0.3230

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: 20
eval_batch_size: 20
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.6954	0.1111	50	0.7023	0.477	0.3230
0.6938	0.2222	100	0.7087	0.477	0.3230
0.6948	0.3333	150	0.6921	0.523	0.3434
0.6983	0.4444	200	0.6921	0.523	0.3434
0.6948	0.5556	250	0.6925	0.523	0.3434
0.6962	0.6667	300	0.6963	0.477	0.3230
0.7	0.7778	350	0.6921	0.523	0.3434
0.6967	0.8889	400	0.6930	0.523	0.3434
0.6885	1.0	450	0.6951	0.477	0.3230

Framework versions

Transformers 4.46.0
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.20.1