HuggingFaceTB / stack-edu-classifier-javascript

huggingface.co
Total runs: 28.2K
24-hour runs: 3.6K
7-day runs: 27.4K
30-day runs: 28.1K
Model's Last Updated: February 19 2025

Introduction of stack-edu-classifier-javascript

Model Details of stack-edu-classifier-javascript

stack-edu-classifier-javascript

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

  • Loss: 0.3612
  • Precision: 0.5135
  • Recall: 0.3322
  • F1 Macro: 0.3711
  • Accuracy: 0.6277
  • F1 Binary Minimum3: 0.5704
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 5.6298 0.0010 0.1667 0.0020 0.0059 0
0.3853 1.4493 1000 0.3886 0.4945 0.3110 0.3354 0.6037 0.5761
0.3791 2.8986 2000 0.3729 0.5041 0.3090 0.3395 0.6208 0.5716
0.3722 4.3478 3000 0.3720 0.5261 0.3116 0.3440 0.6189 0.5673
0.3751 5.7971 4000 0.3704 0.5247 0.3204 0.3565 0.6199 0.5766
0.3651 7.2464 5000 0.3718 0.5113 0.3352 0.3678 0.6310 0.5161
0.3695 8.6957 6000 0.3649 0.5055 0.3253 0.3607 0.6249 0.5632
0.361 10.1449 7000 0.3647 0.5042 0.3236 0.3571 0.6354 0.5410
0.3666 11.5942 8000 0.3764 0.5290 0.3371 0.3752 0.6146 0.5941
0.3563 13.0435 9000 0.3617 0.5179 0.3356 0.3743 0.6303 0.5674
0.3735 14.4928 10000 0.3663 0.4998 0.3423 0.3760 0.6340 0.5320
0.349 15.9420 11000 0.3616 0.5063 0.3306 0.3681 0.6273 0.5696
0.3679 17.3913 12000 0.3632 0.5078 0.3396 0.3786 0.6252 0.5762
0.3622 18.8406 13000 0.3612 0.5135 0.3322 0.3711 0.6277 0.5704
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-javascript on huggingface.co

28.2K
Total runs
3.6K
24-hour runs
19.9K
3-day runs
27.4K
7-day runs
28.1K
30-day runs

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

stack-edu-classifier-javascript huggingface.co

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

stack-edu-classifier-javascript huggingface.co Url

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

HuggingFaceTB stack-edu-classifier-javascript online free

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

HuggingFaceTB stack-edu-classifier-javascript online free url in huggingface.co:

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

stack-edu-classifier-javascript install

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

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

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

Url of stack-edu-classifier-javascript

stack-edu-classifier-javascript huggingface.co Url

Provider of stack-edu-classifier-javascript huggingface.co

HuggingFaceTB
ORGANIZATIONS

Other API from HuggingFaceTB