Downloads · 30 days
6
16% of all-time downloads
wa2vec2-5epochs
cammy/wa2vec2-5epochs
wa2vec2-5epochs is a machine learning model from cammy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
37
Public
Repo size
5.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.3 GB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Jun 8, 2022
- Updated
- Jun 8, 2022
- SHA
- 89e321db
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
wa2vec2-5epochs
This model is a fine-tuned version of lighteternal/wav2vec2-large-xlsr-53-greek on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3049
- Accuracy: 0.9282
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 454 | 0.7179 | 0.7599 |
| 0.6962 | 2.0 | 908 | 0.3806 | 0.8911 |
| 0.3776 | 3.0 | 1362 | 0.3299 | 0.9109 |
| 0.2071 | 4.0 | 1816 | 0.3021 | 0.9257 |
| 0.1262 | 5.0 | 2270 | 0.3049 | 0.9282 |
Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.3.dev0
- Tokenizers 0.12.1
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Jun 8, 2022
- Updated
- Jun 8, 2022