Model comparison
Supra-50M-Base vs FireRedPunc
These two publish different quantization sets; the table below has the exact sizes.
From the file· summed bytes, KV per layer
Side by side
| Supra-50M-Base | FireRedPunc | |
|---|---|---|
| Parameters | 52M | 102M |
| Architecture | llama | fireredpunc |
| Layers | 12 | — |
| Native context | 1,024 | — |
| Mixture of experts | no | no |
| Quantizations published | 33 | 3 |
| Smallest quantization | 0.02 GiB | 0.05 GiB |
| Q4_K_M | 0.03 GiB | — |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Supra-50M-Base | FireRedPunc | Ratio |
|---|---|---|---|
| 4,096 | 0.05 GiB | — | — |
| 8,192 | 0.09 GiB | — | — |
| 16,384 | 0.19 GiB | — | — |
| 32,768 | 0.38 GiB | — | — |
| 65,536 | 0.75 GiB | — | — |
| 131,072 | 1.50 GiB | — | — |