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font-classifier

dchen0 / font-classifier

Run on huggingface.co
huggingface.co
Total runs: 105
24-hour runs: 0
7-day runs: -11
30-day runs: -241
Model's Last Updated: April 11 2026
image-classification

Introduction of font-classifier

Model Details of font-classifier

dchen0/font-classifier

Merged DINOv2‑base checkpoint with LoRA weights for font classification.

This model is a fine-tuned version of facebook/dinov2-base-imagenet1k-1-layer on the imagefolder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2637
  • Model Preparation Time: 0.0016
  • Accuracy: 0.9163
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: 0.0001
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Model Preparation Time Accuracy
0.7099 0.0182 50 0.6595 0.0016 0.7594
0.7084 0.0363 100 0.6175 0.0016 0.7806
0.7638 0.0545 150 0.7014 0.0016 0.7337
0.6451 0.0727 200 0.6177 0.0016 0.7757
0.6852 0.0908 250 0.5691 0.0016 0.7971
0.5753 0.1090 300 0.5666 0.0016 0.8048
0.5925 0.1272 350 0.5235 0.0016 0.8204
0.6969 0.1453 400 0.5725 0.0016 0.7922
0.6096 0.1635 450 0.5103 0.0016 0.8173
0.5994 0.1817 500 0.5075 0.0016 0.8183
0.5272 0.1999 550 0.5116 0.0016 0.8229
0.5193 0.2180 600 0.4952 0.0016 0.8244
0.5689 0.2362 650 0.4662 0.0016 0.8388
0.5126 0.2544 700 0.4651 0.0016 0.8327
0.5301 0.2725 750 0.5080 0.0016 0.8158
0.5424 0.2907 800 0.4573 0.0016 0.8357
0.4357 0.3089 850 0.4412 0.0016 0.8486
0.5522 0.3270 900 0.4755 0.0016 0.8256
0.5639 0.3452 950 0.4463 0.0016 0.8339
0.4522 0.3634 1000 0.4347 0.0016 0.8458
0.5548 0.3815 1050 0.4112 0.0016 0.8560
0.4815 0.3997 1100 0.4300 0.0016 0.8514
0.5028 0.4179 1150 0.3840 0.0016 0.8713
0.4417 0.4360 1200 0.4364 0.0016 0.8462
0.4465 0.4542 1250 0.3731 0.0016 0.8740
0.3935 0.4724 1300 0.3672 0.0016 0.8753
0.5306 0.4906 1350 0.4480 0.0016 0.8388
0.3991 0.5087 1400 0.3718 0.0016 0.8698
0.483 0.5269 1450 0.3916 0.0016 0.8652
0.4323 0.5451 1500 0.3948 0.0016 0.8648
0.3664 0.5632 1550 0.3400 0.0016 0.8796
0.4941 0.5814 1600 0.3531 0.0016 0.8765
0.4185 0.5996 1650 0.3481 0.0016 0.8820
0.4506 0.6177 1700 0.3332 0.0016 0.8866
0.4015 0.6359 1750 0.3468 0.0016 0.8768
0.3919 0.6541 1800 0.3421 0.0016 0.8897
0.4281 0.6722 1850 0.3141 0.0016 0.8937
0.3659 0.6904 1900 0.3424 0.0016 0.8823
0.345 0.7086 1950 0.3172 0.0016 0.8912
0.3157 0.7267 2000 0.3226 0.0016 0.8903
0.3456 0.7449 2050 0.3178 0.0016 0.8909
0.3643 0.7631 2100 0.2988 0.0016 0.8983
0.4043 0.7812 2150 0.3036 0.0016 0.8992
0.3486 0.7994 2200 0.2974 0.0016 0.9053
0.3735 0.8176 2250 0.3026 0.0016 0.8964
0.4032 0.8358 2300 0.2990 0.0016 0.9019
0.3825 0.8539 2350 0.2938 0.0016 0.9062
0.345 0.8721 2400 0.2871 0.0016 0.9059
0.3528 0.8903 2450 0.2777 0.0016 0.9093
0.3207 0.9084 2500 0.2764 0.0016 0.9111
0.2664 0.9266 2550 0.2741 0.0016 0.9099
0.3496 0.9448 2600 0.2720 0.0016 0.9151
0.3274 0.9629 2650 0.2724 0.0016 0.9136
0.3014 0.9811 2700 0.2659 0.0016 0.9136
0.3235 0.9993 2750 0.2637 0.0016 0.9163
Framework versions
  • PEFT 0.15.2
  • Transformers 4.52.4
  • Pytorch 2.7.1
  • Datasets 3.6.0
  • Tokenizers 0.21.1

Runs of dchen0 font-classifier on huggingface.co

105
Total runs
0
24-hour runs
-1
3-day runs
-11
7-day runs
-241
30-day runs

More Information About font-classifier huggingface.co Model

More font-classifier license Visit here:

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

font-classifier huggingface.co

font-classifier huggingface.co is an AI model on huggingface.co that provides font-classifier's model effect (), which can be used instantly with this dchen0 font-classifier model. huggingface.co supports a free trial of the font-classifier model, and also provides paid use of the font-classifier. Support call font-classifier model through api, including Node.js, Python, http.

font-classifier huggingface.co Url

https://huggingface.co/dchen0/font-classifier

dchen0 font-classifier online free

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

dchen0 font-classifier online free url in huggingface.co:

https://huggingface.co/dchen0/font-classifier

font-classifier install

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

font-classifier install url in huggingface.co:

https://huggingface.co/dchen0/font-classifier

Url of font-classifier

font-classifier huggingface.co Url

Provider of font-classifier huggingface.co

dchen0
ORGANIZATIONS
huggingface.co

Other API from dchen0

 huggingface.co
dchen0/chatbot1

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:January 10 2023