gokulsrinivasagan / distilbert_base_lda

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 2
30-day runs: 5
Model's Last Updated: November 13 2024

Introduction of distilbert_base_lda

Model Details of distilbert_base_lda

distilbert_base_lda

This model is a fine-tuned version of on the gokulsrinivasagan/processed_wikitext-103-raw-v1-ld dataset. It achieves the following results on the evaluation set:

  • Loss: 4.3123
  • Accuracy: 0.5700
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: 96
  • eval_batch_size: 96
  • seed: 10
  • 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
  • lr_scheduler_warmup_steps: 10000
  • num_epochs: 25
Training results
Training Loss Epoch Step Validation Loss Accuracy
8.3233 4.1982 10000 8.2422 0.1515
6.1542 8.3963 20000 5.9056 0.3692
4.8606 12.5945 30000 4.7305 0.5129
4.535 16.7926 40000 4.4266 0.5557
4.3967 20.9908 50000 4.3196 0.5676
Framework versions
  • Transformers 4.46.1
  • Pytorch 2.2.0+cu121
  • Datasets 3.1.0
  • Tokenizers 0.20.1

Runs of gokulsrinivasagan distilbert_base_lda on huggingface.co

8
Total runs
0
24-hour runs
1
3-day runs
2
7-day runs
5
30-day runs

More Information About distilbert_base_lda huggingface.co Model

distilbert_base_lda huggingface.co

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https://huggingface.co/gokulsrinivasagan/distilbert_base_lda

distilbert_base_lda install

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

distilbert_base_lda install url in huggingface.co:

https://huggingface.co/gokulsrinivasagan/distilbert_base_lda

Url of distilbert_base_lda

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gokulsrinivasagan
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