robertsw / dino_base

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 2
30-day runs: 8
Model's Last Updated: June 05 2024
image-classification

Introduction of dino_base

Model Details of dino_base

dino_finetuned

This model is a fine-tuned version of facebook/dinov2-base on the imagefolder dataset. It achieves the following results on the evaluation set:

  • eval_loss: 1.2604
  • eval_accuracy: 0.6907
  • eval_runtime: 159.664
  • eval_samples_per_second: 56.97
  • eval_steps_per_second: 1.096
  • epoch: 11.1899
  • 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: 5e-05
  • train_batch_size: 52
  • eval_batch_size: 52
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 208
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 20
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.2
  • Tokenizers 0.19.1

Runs of robertsw dino_base on huggingface.co

16
Total runs
0
24-hour runs
2
3-day runs
2
7-day runs
8
30-day runs

More Information About dino_base huggingface.co Model

More dino_base license Visit here:

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

dino_base huggingface.co

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

robertsw dino_base online free

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

robertsw dino_base online free url in huggingface.co:

https://huggingface.co/robertsw/dino_base

dino_base install

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

dino_base install url in huggingface.co:

https://huggingface.co/robertsw/dino_base

Url of dino_base

dino_base huggingface.co Url

Provider of dino_base huggingface.co

robertsw
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