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distilhubertmk3
hwhjones/distilhubertmk3
distilhubertmk3 is a audio classification model from hwhjones. Use it for the audio classification task on the model card, and read the license before you ship it in a product. It is set up for transformers.
--- license: apache-2.0 basemodel: ntu-spml/distilhubert tags: - generatedfromtrainer datasets: - marsyas/gtzan metrics: - accuracy model-index: - name: distilhubert-finetuned-gtzan results: - task: name: Audio Classi…
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At a glance
- Task
- Audio Classification
- Library
- transformers
- Model type
- hubert
- Access
- Public
- Created
- Dec 23, 2023
- Updated
- Dec 23, 2023
- SHA
- 5992ae63
Model card
From the Hugging Face model README
license: apache-2.0 base_model: ntu-spml/distilhubert tags:
- generated_from_trainer datasets:
- marsyas/gtzan metrics:
- accuracy model-index:
- name: distilhubert-finetuned-gtzan
results:
- task:
name: Audio Classification
type: audio-classification
dataset:
name: GTZAN
type: marsyas/gtzan
config: all
split: train
args: all
metrics:
- name: Accuracy type: accuracy value: 0.89
- task:
name: Audio Classification
type: audio-classification
dataset:
name: GTZAN
type: marsyas/gtzan
config: all
split: train
args: all
metrics:
distilhubert-finetuned-gtzan
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Framework versions
- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Audio Classification
- Library
- transformers
- Type
- hubert
- Created
- Dec 23, 2023
- Updated
- Dec 23, 2023