Model comparison
ultravox-v0_5-llama-3_2-1b vs HyperCLOVAX-SEED-Text-Instruct-1.5B
At Q4_K_M, ultravox-v0_5-llama-3_2-1b is the smaller download — 807,694,464 bytes against 1,133,974,368.
From the file· summed bytes, KV per layer
Side by side
| ultravox-v0_5-llama-3_2-1b | HyperCLOVAX-SEED-Text-Instruct-1.5B | |
|---|---|---|
| Parameters | 683M | 1.6B |
| Architecture | llama | llama |
| Layers | 16 | — |
| Native context | — | — |
| Mixture of experts | no | no |
| Quantizations published | 2 | 1 |
| Smallest quantization | 0.75 GiB | 1.06 GiB |
| Q4_K_M | 0.75 GiB | 1.06 GiB |
| Licence | mit | other |
KV cache by context
the term that decides long-context viability
| Context | ultravox-v0_5-llama-3_2-1b | HyperCLOVAX-SEED-Text-Instruct-1.5B | Ratio |
|---|---|---|---|
| 4,096 | 1.00 GiB | — | — |
| 8,192 | 2.00 GiB | — | — |
| 16,384 | 4.00 GiB | — | — |
| 32,768 | 8.00 GiB | — | — |
| 65,536 | 16.00 GiB | — | — |
| 131,072 | 32.00 GiB | — | — |