Downloads · 30 days
15
4% of all-time downloads
repo_name
Jpep26/repo_name
repo_name is a automatic speech recognition model from Jpep26. Use it when you need speech turned into text. 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
392
Public
Parameters
72.6M
6.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors290 MB · 99%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Sep 9, 2024
- Updated
- Sep 13, 2024
- SHA
- a0a54cad
Base models
Datasets
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. -->
Test
This model is a fine-tuned version of openai/whisper-base on the AfterProcessing dataset. It achieves the following results on the evaluation set:
- Loss: 0.9167
- Cer: 0.8486
- Wer: 0.7054
- Mean: 0.7770
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: 1e-05
- train_batch_size: 16
- 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_steps: 500
- training_steps: 200
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer | Wer | Mean |
|---|---|---|---|---|---|---|
| 2.9457 | 0.6410 | 50 | 2.6739 | 0.5791 | 0.8056 | 0.6923 |
| 1.7821 | 1.2821 | 100 | 1.6827 | 0.4622 | 0.6561 | 0.5592 |
| 1.2153 | 1.9231 | 150 | 1.1411 | 0.4216 | 0.6022 | 0.5119 |
| 0.8636 | 2.5641 | 200 | 0.9167 | 0.8486 | 0.7054 | 0.7770 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Sep 9, 2024
- Updated
- Sep 13, 2024