HuggingFaceTB / stack-edu-classifier-swift

huggingface.co
Total runs: 59
24-hour runs: 0
7-day runs: 2
30-day runs: 7
Model's Last Updated: February 19 2025
text-classification

Introduction of stack-edu-classifier-swift

Model Details of stack-edu-classifier-swift

stack-edu-classifier-swift

This model is a fine-tuned version of bigcode/starencoder on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3771
  • Precision: 0.4052
  • Recall: 0.2706
  • F1 Macro: 0.2936
  • Accuracy: 0.5963
  • F1 Binary Minimum3: 0.5462
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: 0.0003
  • train_batch_size: 64
  • eval_batch_size: 256
  • seed: 0
  • distributed_type: multi-GPU
  • num_devices: 2
  • total_train_batch_size: 128
  • total_eval_batch_size: 512
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Macro Accuracy F1 Binary Minimum3
No log 0 0 6.4951 0.0003 0.1667 0.0005 0.0015 0
0.3919 1.4430 1000 0.3924 0.3931 0.2584 0.2765 0.5870 0.5354
0.3988 2.8860 2000 0.4342 0.5708 0.2779 0.2887 0.5282 0.6002
0.384 4.3290 3000 0.3827 0.4187 0.2722 0.2956 0.5970 0.5080
0.379 5.7720 4000 0.3887 0.4140 0.2568 0.2736 0.5890 0.5529
0.3759 7.2150 5000 0.3903 0.4062 0.2642 0.2818 0.5780 0.5707
0.3762 8.6580 6000 0.3833 0.4529 0.2802 0.3082 0.5882 0.5610
0.374 10.1010 7000 0.3819 0.3921 0.2666 0.2882 0.5974 0.4799
0.366 11.5440 8000 0.3876 0.4022 0.2522 0.2711 0.5967 0.4560
0.3723 12.9870 9000 0.3776 0.3961 0.2761 0.2998 0.5941 0.5476
0.3679 14.4300 10000 0.3846 0.3956 0.2655 0.2857 0.6000 0.4655
0.3701 15.8730 11000 0.3877 0.5737 0.2791 0.3023 0.5774 0.5834
0.3679 17.3160 12000 0.3765 0.4271 0.2865 0.3154 0.5968 0.5306
0.365 18.7590 13000 0.3771 0.4052 0.2706 0.2936 0.5963 0.5462
Framework versions
  • Transformers 4.43.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of HuggingFaceTB stack-edu-classifier-swift on huggingface.co

59
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
7
30-day runs

More Information About stack-edu-classifier-swift huggingface.co Model

stack-edu-classifier-swift huggingface.co

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

stack-edu-classifier-swift huggingface.co Url

https://huggingface.co/HuggingFaceTB/stack-edu-classifier-swift

HuggingFaceTB stack-edu-classifier-swift online free

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

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https://huggingface.co/HuggingFaceTB/stack-edu-classifier-swift

stack-edu-classifier-swift install

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

stack-edu-classifier-swift install url in huggingface.co:

https://huggingface.co/HuggingFaceTB/stack-edu-classifier-swift

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