Downloads · 30 days
7
15% of all-time downloads
whisper-small-mix-it
deepdml/whisper-small-mix-it
whisper-small-mix-it is a machine learning model from deepdml. 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
46
Public
Parameters
242M
3.9 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors967 MB · 100%
At a glance
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Sep 22, 2024
- Updated
- Nov 17, 2024
- SHA
- f056d88f
Base models
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 Small Mixed-Italian
This model is a fine-tuned version of openai/whisper-small on the it datasets:
- mozilla-foundation/common_voice_17_0
- google/fleurs
- facebook/multilingual_librispeech
It achieves the following results on the evaluation set:
- Loss: 0.1909
- Wer: 10.5875
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: 64
- 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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2213 | 0.2 | 1000 | 0.2407 | 13.4605 |
| 0.1582 | 0.4 | 2000 | 0.2143 | 12.2642 |
| 0.1913 | 0.6 | 3000 | 0.2022 | 11.2328 |
| 0.1538 | 0.8 | 4000 | 0.1951 | 11.1187 |
| 0.1286 | 1.0 | 5000 | 0.1909 | 10.5875 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- it
- Created
- Sep 22, 2024
- Updated
- Nov 17, 2024