Ornith-1.0-35B-PrismaAURA-4.75bit-vllm-MTP

Qwen family · 35.0B params

Evidence: 1 sourced run · 1 independent source · first recorded Jul 23, 2026. What these labels mean.

What the Ornith-1.0-35B-PrismaAURA-4.75bit-vllm-MTP numbers mean

The fastest verified result on our board is 283.1 output tok/s on an RTX 5090 at NVFP4 with a 32768-token context. That is about 3.5 ms per generated token — 500 tokens takes roughly 1.8 seconds.

How much VRAM does Ornith-1.0-35B-PrismaAURA-4.75bit-vllm-MTP need?

Ornith-1.0-35B-PrismaAURA-4.75bit-vllm-MTP has 35.0B 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 Ornith-1.0-35B-PrismaAURA-4.75bit-vllm-MTP's parameter count. Full benchmark board.

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