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| Model | Config | WER ↓ | CER ↓ | Word Acc ↑ | Char Acc ↑ | BLEU ↑ | ROUGE-1 ↑ | ROUGE-2 ↑ | ROUGE-L ↑ | RTF ↓ |
|---|---|---|---|---|---|---|---|---|---|---|
| Base Whisper Large V3 Turbo | None | 32.97% | 19.72% | 70.46% | 82.18% | 53.79 | 73.10 | 60.61 | 72.67 | 0.01317 |
| whisper_full_finetune_literary_lr1e-5 | Full FT, lr=1e-5 | 7.94% | 3.03% | 93.30% | 97.79% | 86.33 | 93.75 | 88.79 | 93.59 | 0.00311 |
| whisper_full_finetune_literary_lr5e-4 | Full FT, lr=5e-4 | 7.76% | 3.22% | 94.13% | 98.14% | 87.20 | 94.19 | 89.16 | 93.93 | 0.00306 |
| whisper_lora_literary_r32_qv_lr1e-3 | r=32, Q/V, lr=1e-3 | 5.83% | 2.19% | 95.34% | 98.45% | 89.74 | 95.52 | 91.86 | 95.44 | 0.00306 |
| whisper_lora_literary_r32_qvko_lr5e-4 | r=32, Q/K/V/O, lr=5e-4 | 5.76% | 2.32% | 95.70% | 98.56% | 90.30 | 95.62 | 91.96 | 95.55 | 0.00308 |
| whisper_lora_literary_r64_qkvo_lr5e-4 | r=64, Q/K/V/O, lr=5e-4 | 5.39% | 2.14% | 95.99% | 98.57% | 90.80 | 95.79 | 92.31 | 95.76 | 0.00318 |
