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my_awesome_model – AI Model by leen111555 | AlphaNeural AI

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leen111555/
my_awesome_model

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text-classification

generated_from_trainer

allenai/longformer-base-4096

autotrain_compatible

endpoints_compatible

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my_awesome_model

This model is a fine-tuned version of allenai/longformer-base-4096 on the None dataset. It achieves the following results on the evaluation set:

eval_loss: 0.1232
eval_accuracy: 0.9601
eval_f1_micro: 0.9601
eval_f1_macro: 0.6187
eval_runtime: 1965.036
eval_samples_per_second: 21.498
eval_steps_per_second: 1.344
epoch: 0.0947
step: 1000

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: 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: 2
mixed_precision_training: Native AMP

Framework versions

Transformers 4.51.3
Pytorch 2.5.1+cu124
Datasets 3.5.0
Tokenizers 0.21.0