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mms-300m-ngen
bomolopuu/mms-300m-ngen
mms-300m-ngen is a automatic speech recognition model from bomolopuu. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- wav2vec2
- Access
- Public
- Created
- May 28, 2025
- Updated
- May 29, 2025
- SHA
- 6e654c3a
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. -->
mms-300m-ngen
This model is a fine-tuned version of mms-meta/mms-zeroshot-300m on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 14.2682
- Wer: 1.0
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: 5e-06
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 13.7013 | 1.0 | 27 | 15.0854 | 1.0079 |
| 13.9308 | 2.0 | 54 | 14.9572 | 1.0079 |
| 14.1021 | 3.0 | 81 | 14.8351 | 1.0040 |
| 14.2026 | 4.0 | 108 | 14.7164 | 1.0 |
| 12.9285 | 5.0 | 135 | 14.6028 | 1.0 |
| 13.6789 | 6.0 | 162 | 14.4974 | 1.0 |
| 13.6224 | 7.0 | 189 | 14.4040 | 1.0 |
| 13.0881 | 8.0 | 216 | 14.3308 | 1.0 |
| 12.838 | 9.0 | 243 | 14.2844 | 1.0 |
| 13.7213 | 10.0 | 270 | 14.2682 | 1.0 |
Framework versions
- Transformers 4.53.0.dev0
- Pytorch 2.6.0
- Datasets 3.6.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Created
- May 28, 2025
- Updated
- May 29, 2025