vuongnhathien / deit-base

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 1
30-day runs: 5
Model's Last Updated: May 21 2024
image-classification

Introduction of deit-base

Model Details of deit-base

deit-base

This model is a fine-tuned version of facebook/deit-base-patch16-224 on the vuongnhathien/30VNFoods dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7340
  • Accuracy: 0.8399
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: 0.0005
  • train_batch_size: 64
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.9389 1.0 275 0.9157 0.7268
0.5942 2.0 550 0.8308 0.7622
0.3701 3.0 825 0.7638 0.7873
0.2164 4.0 1100 0.8891 0.7825
0.1215 5.0 1375 0.8665 0.7932
0.0563 6.0 1650 0.8048 0.8215
0.0169 7.0 1925 0.7529 0.8370
0.0068 8.0 2200 0.7177 0.8505
0.0032 9.0 2475 0.6994 0.8533
0.0036 10.0 2750 0.6989 0.8529
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien deit-base on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
5
30-day runs

More Information About deit-base huggingface.co Model

More deit-base license Visit here:

https://choosealicense.com/licenses/apache-2.0

deit-base huggingface.co

deit-base huggingface.co is an AI model on huggingface.co that provides deit-base's model effect (), which can be used instantly with this vuongnhathien deit-base model. huggingface.co supports a free trial of the deit-base model, and also provides paid use of the deit-base. Support call deit-base model through api, including Node.js, Python, http.

vuongnhathien deit-base online free

deit-base huggingface.co is an online trial and call api platform, which integrates deit-base's modeling effects, including api services, and provides a free online trial of deit-base, you can try deit-base online for free by clicking the link below.

vuongnhathien deit-base online free url in huggingface.co:

https://huggingface.co/vuongnhathien/deit-base

deit-base install

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

deit-base install url in huggingface.co:

https://huggingface.co/vuongnhathien/deit-base

Url of deit-base

Provider of deit-base huggingface.co

vuongnhathien
ORGANIZATIONS

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