Model comparison
whisper-base.en vs parakeet-tdt_ctc-110m
At Q4_K_M, whisper-base.en is the smaller download — 58,794,272 bytes against 89,989,600.
From the file· summed bytes, KV per layer
Side by side
| whisper-base.en | parakeet-tdt_ctc-110m | |
|---|---|---|
| Parameters | 73M | 114M |
| Architecture | whisper | parakeet |
| Layers | 6 | — |
| Native context | — | — |
| Mixture of experts | no | no |
| Quantizations published | 6 | 8 |
| Smallest quantization | 0.05 GiB | 0.07 GiB |
| Q4_K_M | 0.05 GiB | 0.08 GiB |
| Licence | apache-2.0 | cc-by-4.0 |
KV cache by context
the term that decides long-context viability
| Context | whisper-base.en | parakeet-tdt_ctc-110m | Ratio |
|---|---|---|---|
| 4,096 | — | — | — |
| 8,192 | — | — | — |
| 16,384 | — | — | — |
| 32,768 | — | — | — |
| 65,536 | — | — | — |
| 131,072 | — | — | — |