gokuls / hubert-base-ls960-fsc

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: -1
30-day runs: 6
Model's Last Updated: October 04 2024

Introduction of hubert-base-ls960-fsc

Model Details of hubert-base-ls960-fsc

hubert-base-ls960-fsc

This model is a fine-tuned version of facebook/hubert-base-ls960 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0230
  • Accuracy: 0.9939
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: 0.0005
  • train_batch_size: 48
  • eval_batch_size: 48
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 192
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 25
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 0.9959 120 0.0706 0.9873
No log 2.0 241 0.0607 0.9868
No log 2.9959 361 0.0661 0.9831
No log 4.0 482 0.0518 0.9839
No log 4.9959 602 0.0230 0.9939
No log 6.0 723 0.0516 0.9858
No log 6.9959 843 0.0292 0.9937
No log 8.0 964 0.0276 0.9929
0.2849 8.9959 1084 0.0301 0.9937
0.2849 10.0 1205 0.0279 0.9937
Framework versions
  • Transformers 4.43.3
  • Pytorch 2.2.2+cu121
  • Datasets 2.18.0
  • Tokenizers 0.19.1

Runs of gokuls hubert-base-ls960-fsc on huggingface.co

16
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
6
30-day runs

More Information About hubert-base-ls960-fsc huggingface.co Model

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hubert-base-ls960-fsc huggingface.co

hubert-base-ls960-fsc huggingface.co is an AI model on huggingface.co that provides hubert-base-ls960-fsc's model effect (), which can be used instantly with this gokuls hubert-base-ls960-fsc model. huggingface.co supports a free trial of the hubert-base-ls960-fsc model, and also provides paid use of the hubert-base-ls960-fsc. Support call hubert-base-ls960-fsc model through api, including Node.js, Python, http.

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https://huggingface.co/gokuls/hubert-base-ls960-fsc

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https://huggingface.co/gokuls/hubert-base-ls960-fsc

hubert-base-ls960-fsc install

hubert-base-ls960-fsc is an open source model from GitHub that offers a free installation service, and any user can find hubert-base-ls960-fsc on GitHub to install. At the same time, huggingface.co provides the effect of hubert-base-ls960-fsc install, users can directly use hubert-base-ls960-fsc installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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