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git_repository – AI Model by pinopino | AlphaNeural AI

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pinopino/
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studio-ousia/luke-base

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git_repository

This model is a fine-tuned version of studio-ousia/luke-base on the None dataset. It achieves the following results on the evaluation set:

eval_loss: 0.0879
eval_accuracy: 0.9711
eval_f1_micro: 0.9711
eval_f1_macro: 0.7540
eval_runtime: 1097.0563
eval_samples_per_second: 88.471
eval_steps_per_second: 3.847
epoch: 0.2756
step: 4900

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: 23
eval_batch_size: 23
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1