Model comparison
FireRedPunc vs LFM2.5-230M
These two publish different quantization sets; the table below has the exact sizes.
From the file· summed bytes, KV per layer
Side by side
| FireRedPunc | LFM2.5-230M | |
|---|---|---|
| Parameters | 102M | 230M |
| Architecture | fireredpunc | lfm2 |
| Layers | — | 14 |
| Native context | — | 128,000 |
| Mixture of experts | no | no |
| Quantizations published | 3 | 25 |
| Smallest quantization | 0.05 GiB | 0.10 GiB |
| Q4_K_M | — | 0.14 GiB |
| Licence | apache-2.0 | other |
KV cache by context
the term that decides long-context viability
| Context | FireRedPunc | LFM2.5-230M | 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 | — |