1 build of Gemma 4 26B-A4B measured on real machines — different packagers, precisions and engines, each a different file with its own numbers. The best each engine proved is first; every build has its own page with the machines and signatures behind it.
trained 256K · proved 128K context proved by unsloth Q8_0
20.7 tok/s peak, by unsloth Q8_0
proved by at least one build: Tool calling · Tool loop finished · Faithful to tool results · Chained tool calls · Structured output · Sustained output · Extended thinking · Vision · Counts in images · Multiple images at once · Spatial reasoning · Writes code · Reasons about code · Synthesises sources · Follows instructions
| build | publisher | precision | engine | whose work | context proved | best tok/s | machines |
|---|---|---|---|---|---|---|---|
| hf.co/unsloth/gemma-4-26B-A4B-it-GGUF:Q8_0 | unsloth | Q8_0 | ollama | quantizer | 1,31,072 | 20.7 | 1 |