7 builds of e2b~bartowski 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 128K · proved 128K context proved by bartowski Q4_0
87.3 tok/s peak, by bartowski Q4_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/bartowski/google_gemma-4-E2B-it-GGUF:Q4_0 | bartowski | Q4_0 | ollama | — | 1,31,072 | 87.3 | 1 |
| hf.co/bartowski/google_gemma-4-E2B-it-GGUF:Q4_K_M | bartowski | Q4_K_M | ollama | — | 1,31,072 | 73.4 | 1 |
| hf.co/bartowski/google_gemma-4-E2B-it-GGUF:Q3_K_L | bartowski | Q3_K_L | ollama | — | 1,31,072 | 73.0 | 1 |
| hf.co/bartowski/google_gemma-4-E2B-it-GGUF:IQ2_M | bartowski | IQ2_M | ollama | — | 1,31,072 | 71.2 | 1 |
| hf.co/bartowski/google_gemma-4-E2B-it-GGUF:IQ3_XS | bartowski | IQ3_XS | ollama | — | 1,31,072 | 62.3 | 1 |
| hf.co/bartowski/google_gemma-4-E2B-it-GGUF:Q8_0 | bartowski | Q8_0 | ollama | — | 1,31,072 | 61.3 | 1 |
| hf.co/bartowski/google_gemma-4-E2B-it-GGUF:BF16 | bartowski | BF16 | ollama | — | 1,31,072 | 28.2 | 1 |