It’s a fork of Strata to add support for more models

I haven’t tried this, and it definitely looks vibecoded, but the benchmarks look good

Qwen3.6-35B-A3B

NVIDIA: RTX 4070 Laptop (8 GB), Core i7-14700HX, 32 GB RAM

Size Writes answers Reads your prompt
UD-Q3_K_M 73-75 tokens/s 1,390 tokens/s
UD-Q2_K_XL 91 tokens/s 1,320 tokens/s
UD-Q4_K_M 58-61 tokens/s 1,100-1,350 tokens/s

Gemma 4 26B-A4B

NVIDIA: RTX 4070 Laptop (8 GB), Core i7-14700HX, 32 GB RAM

Size Writes answers Reads your prompt
UD-Q3_K_M 70-71 tokens/s 1,910 tokens/s
UD-Q2_K_XL 86-87 tokens/s 1,840 tokens/s
UD-Q4_K_M 67 tokens/s 1,840 tokens/s