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NbAiLab/nb-sami-asr-north-parakeet-v6-tokenremap-v5

sourceHugging Facecc-by-4.0updated 6mo agoView on Hugging Face
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nb-asr-north-saami-parakeet-v6-tokenremap-v5

Fine-tuned NeMo Parakeet TDT model for North Saami ASR.

Run Info

  • —Run name: parakeet_v6_full_v5_lr1e-3_20260327_013645
  • —Model artifact: /home/javierr/git/nb-asr-parakeet/outputs/parakeet_v6_full_v5_lr1e-3_20260327_013645/artifacts/model.nemo
  • —Weights & Biases run: https://wandb.ai/versae/nbailab/runs/2026-03-27_01-36-48

Validation Metrics During Training

stepval_lossval_wer
5001.2658930.561911
10000.9757940.476518
15000.8134570.405448
20010.8018830.401064
25010.8156640.383845
30010.8079740.355980
35020.8597010.358172
40020.8482460.345022
45020.9080380.340952
50030.9753020.354728
55030.9612130.345022
60031.0133170.340326
65041.0286130.350344
70041.0800840.338760
75041.1633560.351597
80041.1320940.340326
85051.1758030.341891
90051.1759040.342830
95051.1920010.336882
100061.2270190.329994
105061.2449500.329681
110061.2356730.327176
115071.2448880.323106
120071.3101250.322793
125071.3010510.317783
130081.3472710.323106
135081.3297110.320601
140081.3507360.328428
145091.3549690.320288
150091.3569130.320288
155091.3681010.316844
160091.3785820.318723
  • —Best during training: step 15509, valloss `1.368101`, valwer 0.316844
  • —Final during training: step 16009, valloss `1.378582`, valwer 0.318723

Final Evaluation Metrics

splitlosswer
validation1.3700260.314026
test2.5397320.486678

Notes

  • —Validation/test metrics above are computed post-training from the exported .nemo model.
  • —Training validation table is parsed from logged Validation metrics logged to wandb entries.