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mms-1bl1107-mocho-120
colorlessideas/mms-1bl1107-mocho-120
mms-1bl1107-mocho-120 is a automatic speech recognition model from colorlessideas. 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
- Feb 6, 2025
- Updated
- Feb 12, 2025
- SHA
- 7d81228a
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-1bl1107-mocho-120
This model is a fine-tuned version of facebook/mms-1b-l1107 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4073
- Cer: 0.1540
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: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 30
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 3.82 | 3.6364 | 400 | 0.8073 | 0.2416 |
| 1.0023 | 7.2727 | 800 | 0.6507 | 0.2112 |
| 0.8591 | 10.9091 | 1200 | 0.5511 | 0.2018 |
| 0.8033 | 14.5455 | 1600 | 0.5025 | 0.1890 |
| 0.7482 | 18.1818 | 2000 | 0.4685 | 0.1747 |
| 0.708 | 21.8182 | 2400 | 0.4347 | 0.1617 |
| 0.6821 | 25.4545 | 2800 | 0.4259 | 0.1585 |
| 0.6645 | 29.0909 | 3200 | 0.4073 | 0.1540 |
Framework versions
- Transformers 4.49.0.dev0
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Created
- Feb 6, 2025
- Updated
- Feb 12, 2025