North-Mini-Code-1.0

Cohere family · 30.0B params

Evidence: 1 sourced run · 1 independent source · first recorded Jun 14, 2026. What these labels mean.

What the North-Mini-Code-1.0 numbers mean

The fastest verified result on our board is 258.4 output tok/s on an RTX 5090 at UD-Q6_K_XL with a 8192-token context. That is about 3.9 ms per generated token — 500 tokens takes roughly 1.9 seconds. Prompt processing on the same record runs at 4272.4 tok/s, so a 2,000-token prompt is read in about 0.5 seconds. Peak VRAM was measured at 26.9 GB.

How much VRAM does North-Mini-Code-1.0 need?

North-Mini-Code-1.0 has 30.0B parameters. These estimates use the same formula as the VRAM calculator: weights, plus about 15% for a moderate-context KV cache and runtime overhead, plus a small engine floor.

Long contexts and large batches raise the real number — read the smallest card as "possible with a reduced context". Measured throughput is on the benchmark board.

Models with a similar footprint

Ranked by distance from North-Mini-Code-1.0's parameter count. Full benchmark board.

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