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nb-asr-north-saami-parakeet-v2-lr5e-4
versae/nb-asr-north-saami-parakeet-v2-lr5e-4
nb-asr-north-saami-parakeet-v2-lr5e-4 is a machine learning model from versae. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for nemo.
Fine-tuned NeMo Parakeet TDT model for North Saami ASR.
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.nemo2.5 GB · 100%
At a glance
- Library
- nemo
- Access
- Public
- Created
- Mar 18, 2026
- Updated
- Mar 18, 2026
- SHA
- 711e0796
Model card
From the Hugging Face model README
nb-asr-north-saami-parakeet-v2-lr5e-4
Fine-tuned NeMo Parakeet TDT model for North Saami ASR.
Run Info
- Run name:
parakeet_v5_full_lr5e-4_20260316_200220 - Model artifact:
/home/javierr/git/nb-asr-parakeet/outputs/parakeet_v5_full_lr5e-4_20260316_200220/artifacts/model.nemo - Weights & Biases run: https://wandb.ai/versae/nbailab/runs/2026-03-16_20-02-23
Validation Metrics During Training
| step | val_loss | val_wer |
|---|---|---|
| 500 | 1.425318 | 0.600886 |
| 1172 | 1.033970 | 0.538678 |
| 1844 | 0.775067 | 0.441631 |
| 2516 | 0.695292 | 0.400844 |
| 3188 | 0.730898 | 0.365682 |
| 3860 | 0.716703 | 0.358650 |
| 4532 | 0.784751 | 0.348805 |
| 5204 | 0.843597 | 0.345992 |
| 5876 | 0.909719 | 0.372714 |
| 6548 | 0.941020 | 0.341772 |
| 7220 | 0.942366 | 0.323488 |
| 7892 | 0.989544 | 0.329114 |
| 8564 | 1.047186 | 0.322082 |
| 9236 | 1.098891 | 0.323488 |
| 9908 | 1.101070 | 0.315049 |
| 10580 | 1.109831 | 0.309423 |
| 11252 | 1.131614 | 0.313643 |
| 11924 | 1.132424 | 0.320675 |
| 12596 | 1.174766 | 0.315049 |
| 13268 | 1.156192 | 0.320675 |
- Best during training: step
10580, val_loss1.109831, val_wer0.309423 - Final during training: step
13268, val_loss1.156192, val_wer0.320675
Final Evaluation Metrics
| split | loss | wer |
|---|---|---|
| validation | 1.149497 | 0.305813 |
| test | 1.971457 | 0.459347 |
Notes
- Validation/test metrics above are computed post-training from the exported
.nemomodel. - Training validation table is parsed from logged
Validation metrics logged to wandbentries.
- Library
- nemo
- Created
- Mar 18, 2026
- Updated
- Mar 18, 2026