Downloads · 30 days
11
8% of all-time downloads
whisper-large-v3-fa-ft
liqi03/whisper-large-v3-fa-ft
whisper-large-v3-fa-ft is a machine learning model from liqi03. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
139
Public
Parameters
1.5B
6.2 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors6.2 GB · 100%
At a glance
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Aug 12, 2024
- Updated
- Aug 12, 2024
- SHA
- 6760cc04
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 V3 fa ft - Chee Li
This model is a fine-tuned version of openai/whisper-large-v3 on the Google Fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.2141
- Wer: 30.8548
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-06
- 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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0755 | 4.6083 | 1000 | 0.1422 | 20.4518 |
| 0.0144 | 9.2166 | 2000 | 0.1790 | 28.1817 |
| 0.0036 | 13.8249 | 3000 | 0.2039 | 28.6605 |
| 0.0033 | 18.4332 | 4000 | 0.2141 | 30.8548 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- fa
- Created
- Aug 12, 2024
- Updated
- Aug 12, 2024