Downloads · 30 days
4
13% of all-time downloads
whisper_largev2_jp
anhphuong/whisper_largev2_jp
whisper_largev2_jp is a automatic speech recognition model from anhphuong. Use it when you need speech turned into text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
30
Public
Parameters
764M
24.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors9.2 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- whisper
- Access
- Public
- Created
- Jul 6, 2024
- Updated
- Jul 7, 2024
- SHA
- 7becd6d8
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. -->
Whisper Large V2 Ja - Anh Phuong
This model is a fine-tuned version of openai/whisper-largev2-ja-v2 on the Google fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.2626
- Wer: 58.2472
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: 4
- 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: 6000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.004 | 6.25 | 1000 | 0.2030 | 61.0044 |
| 0.0022 | 12.5 | 2000 | 0.2081 | 60.6105 |
| 0.0002 | 18.75 | 3000 | 0.2401 | 58.7888 |
| 0.0001 | 25.0 | 4000 | 0.2531 | 58.6411 |
| 0.0001 | 31.25 | 5000 | 0.2598 | 58.2472 |
| 0.0001 | 37.5 | 6000 | 0.2626 | 58.2472 |
Framework versions
- Transformers 4.42.3
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Languages
- vi
- Created
- Jul 6, 2024
- Updated
- Jul 7, 2024