vuongnhathien / convnext-base-15ep

huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: -6
Model's Last Updated: May 30 2024
image-classification

Introduction of convnext-base-15ep

Model Details of convnext-base-15ep

convnext-base-15ep

This model is a fine-tuned version of facebook/convnextv2-base-22k-384 on the imagefolder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2376
  • Accuracy: 0.9448
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 15
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6099 1.0 1099 0.3668 0.8934
0.5086 2.0 2198 0.2773 0.9276
0.386 3.0 3297 0.2587 0.9324
0.335 4.0 4396 0.2400 0.9348
0.3167 5.0 5495 0.2599 0.9340
0.2703 6.0 6594 0.2440 0.9419
0.2638 7.0 7693 0.2496 0.9408
0.1938 8.0 8792 0.2366 0.9431
0.1789 9.0 9891 0.2353 0.9487
0.1738 10.0 10990 0.2380 0.9499
0.1924 11.0 12089 0.2458 0.9463
0.1628 12.0 13188 0.2434 0.9491
0.1431 13.0 14287 0.2390 0.9499
0.1432 14.0 15386 0.2391 0.9503
0.1297 15.0 16485 0.2384 0.9499
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien convnext-base-15ep on huggingface.co

1
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-6
30-day runs

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More convnext-base-15ep license Visit here:

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convnext-base-15ep huggingface.co

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https://huggingface.co/vuongnhathien/convnext-base-15ep

convnext-base-15ep install

convnext-base-15ep is an open source model from GitHub that offers a free installation service, and any user can find convnext-base-15ep on GitHub to install. At the same time, huggingface.co provides the effect of convnext-base-15ep install, users can directly use convnext-base-15ep installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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