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NB-ASR UNN NorMed 100% 10k

Access: This is an internal test model. Please request access to use its files.

Internal synthetic demo for evaluation. This model is part of the NB-ASR project and NorMed.

The experiment compares a Norwegian NB-ASR control with mixtures containing 10%, 50%, or 100% normalized synthetic NorMed training examples. All models were fine-tuned for 10,000 optimizer steps from the same NB-ASR Qwen3-ASR 0.6B checkpoint.

Model	NorMed synthetic mix	Rows (NB / NorMed)	No-prompt reading-optimised WER	CER	No-prompt overall WER
NB control	0%	205,556 / 0	18.20%	7.51%	18.78%
NorMed 10	10%	925,002 / 102,778	17.90%	7.34%	18.51%
NorMed 50	50%	102,778 / 102,778	18.35%	7.44%	18.90%
NorMed 100	100%	0 / 102,778	18.61%	7.20%	18.95%

Scores are from the shared Sprakradet evaluation at step 10,000. The 0%, 10%, and 50% manifests use an empty prompt for normalized examples; the 100% run used the earlier frozen manifest. These are experimental internal checkpoints, not production releases.

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0.8B params

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BF16

Collection including NbAiLab/nb-asr-unn-normed100-10k

NB-ASR UNN

Collection

Internal synthetic NorMed mixture test models from the NB-ASR project. Access to model files requires approval. • 4 items • Updated 10 days ago