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convnextv2-tiny-22k-224-finetuned-combinedSpiders – AI Model by zkdeng | AlphaNeural AI
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convnextv2-tiny-22k-224-finetuned-combinedSpiders
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transformers
tensorboard
safetensors
convnextv2
image-classification
generated_from_trainer
facebook/convnextv2-tiny-22k-224
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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convnextv2-tiny-22k-224-finetuned-combinedSpiders
This model is a fine-tuned version of
facebook/convnextv2-tiny-22k-224
on an unknown dataset. It achieves the following results on the evaluation set:
eval_loss: 0.5728
eval_accuracy: 0.8428
eval_precision: 0.7434
eval_recall: 0.6235
eval_f1: 0.6599
eval_runtime: 202.2164
eval_samples_per_second: 133.115
eval_steps_per_second: 8.323
step: 0
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: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 4
Framework versions
Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.14.7
Tokenizers 0.15.0
