Model comparison
granite-4.0-h-350m vs SmolLM2-135M-Instruct
At Q4_K_M, SmolLM2-135M-Instruct is the smaller download — 105,454,144 bytes against 222,662,560. At long context the gap widens: granite-4.0-h-350m's KV cache at 32K is 5.6× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| granite-4.0-h-350m | SmolLM2-135M-Instruct | |
|---|---|---|
| Parameters | 340M | 135M |
| Architecture | granitehybrid | llama |
| Layers | 32 | 30 |
| Native context | 32,768 | 8,192 |
| Mixture of experts | no | no |
| Quantizations published | 29 | 41 |
| Smallest quantization | 0.15 GiB | 0.08 GiB |
| Q4_K_M | 0.21 GiB | 0.10 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | granite-4.0-h-350m | SmolLM2-135M-Instruct | Ratio |
|---|---|---|---|
| 4,096 | 0.02 GiB | 0.09 GiB | 5.62× |
| 8,192 | 0.03 GiB | 0.18 GiB | 5.62× |
| 16,384 | 0.06 GiB | 0.35 GiB | 5.62× |
| 32,768 | 0.13 GiB | 0.70 GiB | 5.62× |
| 65,536 | 0.25 GiB | 1.41 GiB | 5.62× |
| 131,072 | 0.50 GiB | 2.81 GiB | 5.62× |