cf-longformer-finetuned1 – AI Model by vamshi0317 | AlphaNeural AI

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vamshi0317/
cf-longformer-finetuned1

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text-classification

generated_from_trainer

allenai/longformer-base-4096

autotrain_compatible

endpoints_compatible

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cf-longformer-finetuned1

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: 0.3016
F1: 0.6313
Roc Auc: 0.7567
Accuracy: 0.3270

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: 3e-05
train_batch_size: 16
eval_batch_size: 16
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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Roc Auc	Accuracy
0.3958	1.0	447	0.3931	0.3794	0.6161	0.1254
0.3301	2.0	894	0.3383	0.5455	0.6982	0.2620
0.3122	3.0	1341	0.3210	0.5991	0.7325	0.2979
0.255	4.0	1788	0.3203	0.6085	0.7407	0.2979
0.2459	5.0	2235	0.3175	0.6142	0.7452	0.3113

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1