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KasuleTrevor
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Model Details
Model Provider
KasuleTrevor
Model Tree
Base
KasuleTrevor/cdli-qwen3-asr-lg-textpre-0p6b-v2
Fine-tuned
this model
Input Modalities
Audio
Output Modalities
Text
Supported Functionality
Dedicated Endpoints
train_cleaned.tsv, validation_cleaned.tsv, test_cleaned.tsvLuganda| checkpoint | wer_normalized | cer_normalized | avg_wer_normalized | avg_cer_normalized | eval_loss |
|---|---|---|---|---|---|
| checkpoint-2000 | 0.6565882352941177 | 0.3361308034473172 | 0.590703736636411 | 0.310064505120198 | 1.0837534666061401 |
| checkpoint-2211 | 0.6711764705882353 | 0.3523943564081179 | 0.5916740338341632 | 0.30936556868573584 | 1.0837534666061401 |
| checkpoint-1500 |
| severity_speech_impairment | n_samples | n_speakers | mean_wer | mean_cer | median_wer | median_cer |
|---|---|---|---|---|---|---|
| Severe (frequent breakdowns) | 315 | 3 | 0.6388 | 0.3523 | 0.6667 | 0.3025 |
| Moderate (requires effort to understand) | 347 | 3 | 0.5078 | 0.2348 | 0.5 |
results/checkpoint-2000/| 0.8458823529411764 |
| 0.512892688351404 |
| 0.5885575362296198 |
| 0.3056259208190241 |
| 1.0516055822372437 |
| checkpoint-1000 | 0.9490588235294117 | 0.5825166805671392 | 0.6633167229642679 | 0.3610897035439228 | 1.1547762155532837 |
| checkpoint-500 | 1.016470588235294 | 0.7321726438698916 | 0.738168804683814 | 0.4641290685476656 | 1.3621718883514404 |
| 0.1647 |
| Mild (easily understood with minimal effort) | 365 | 3 | 0.4126 | 0.1744 | 0.3333 | 0.1061 |