Model comparison
gemma-4-E4B-it-assistant vs TinyMistral-248M-v2-Instruct
At Q4_K_M, gemma-4-E4B-it-assistant is the smaller download — 77,231,200 bytes against 155,668,768.
From the file· summed bytes, KV per layer
Side by side
| gemma-4-E4B-it-assistant | TinyMistral-248M-v2-Instruct | |
|---|---|---|
| Parameters | 79M | 248M |
| Architecture | gemma4-assistant | llama |
| Layers | 4 | 12 |
| Native context | 131,072 | 32,768 |
| Mixture of experts | no | no |
| Quantizations published | 9 | 6 |
| Smallest quantization | 0.07 GiB | 0.10 GiB |
| Q4_K_M | 0.07 GiB | 0.14 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | gemma-4-E4B-it-assistant | TinyMistral-248M-v2-Instruct | Ratio |
|---|---|---|---|
| 4,096 | 0.01 GiB | — | — |
| 8,192 | 0.02 GiB | — | — |
| 16,384 | 0.04 GiB | — | — |
| 32,768 | 0.07 GiB | — | — |
| 65,536 | 0.13 GiB | — | — |
| 131,072 | 0.26 GiB | — | — |