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darija_test5

smerchi / darija_test5

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: -4
Model's Last Updated: August 29 2024

Introduction of darija_test5

Model Details of darija_test5

darija_test5

This model is a fine-tuned version of SI2M-Lab/DarijaBERT on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1195
  • Accuracy: 0.8508
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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.05
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.0554 1.0 214 1.1195 0.8508
0.5871 2.0 428 0.6734 0.6131
0.7418 3.0 642 0.7144 0.6131
0.7406 4.0 856 0.7020 0.6131
0.6984 5.0 1070 0.6787 0.6131
0.7168 6.0 1284 0.6678 0.6131
0.6719 7.0 1498 0.6676 0.6131
0.72 8.0 1712 0.6701 0.6131
0.5586 9.0 1926 0.6686 0.6131
0.7321 10.0 2140 0.6693 0.6131
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of smerchi darija_test5 on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-4
30-day runs

More Information About darija_test5 huggingface.co Model

darija_test5 huggingface.co

darija_test5 huggingface.co is an AI model on huggingface.co that provides darija_test5's model effect (), which can be used instantly with this smerchi darija_test5 model. huggingface.co supports a free trial of the darija_test5 model, and also provides paid use of the darija_test5. Support call darija_test5 model through api, including Node.js, Python, http.

darija_test5 huggingface.co Url

https://huggingface.co/smerchi/darija_test5

smerchi darija_test5 online free

darija_test5 huggingface.co is an online trial and call api platform, which integrates darija_test5's modeling effects, including api services, and provides a free online trial of darija_test5, you can try darija_test5 online for free by clicking the link below.

smerchi darija_test5 online free url in huggingface.co:

https://huggingface.co/smerchi/darija_test5

darija_test5 install

darija_test5 is an open source model from GitHub that offers a free installation service, and any user can find darija_test5 on GitHub to install. At the same time, huggingface.co provides the effect of darija_test5 install, users can directly use darija_test5 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

darija_test5 install url in huggingface.co:

https://huggingface.co/smerchi/darija_test5

Url of darija_test5

darija_test5 huggingface.co Url

Provider of darija_test5 huggingface.co

smerchi
ORGANIZATIONS
huggingface.co

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