Model comparison
dolphin-2_6-phi-2 vs Llama-3.1-8B-Instruct
At Q4_K_M, dolphin-2_6-phi-2 is the smaller download — 1,789,240,608 bytes against 4,920,739,168.
From the file· summed bytes, KV per layer
Side by side
| dolphin-2_6-phi-2 | Llama-3.1-8B-Instruct | |
|---|---|---|
| Parameters | 2.8B | 8.0B |
| Architecture | phi2 | llama |
| Layers | 32 | 32 |
| Native context | — | 131,072 |
| Mixture of experts | no | no |
| Quantizations published | 12 | 45 |
| Smallest quantization | 1.09 GiB | 2.02 GiB |
| Q4_K_M | 1.67 GiB | 4.58 GiB |
| Licence | other | llama3.1 |
KV cache by context
the term that decides long-context viability
| Context | dolphin-2_6-phi-2 | Llama-3.1-8B-Instruct | Ratio |
|---|---|---|---|
| 4,096 | — | 0.50 GiB | — |
| 8,192 | — | 1.00 GiB | — |
| 16,384 | — | 2.00 GiB | — |
| 32,768 | — | 4.00 GiB | — |
| 65,536 | — | 8.00 GiB | — |
| 131,072 | — | 16.00 GiB | — |