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Qwen3.5-4B-MTP

Qwen family · 4.0B params

1recorded run
240.4best tok/s
1verified

Evidence: 1 sourced run · 1 independent source · first recorded Sep 4, 2026. What these labels mean.

What the Qwen3.5-4B-MTP numbers mean

The fastest verified result on our board is 240.4 output tok/s on an RTX 3090 at Q6_K_XL with a 24576-token context. That is about 4.2 ms per generated token — 500 tokens takes roughly 2.1 seconds. Prompt processing on the same record runs at 2167.6 tok/s, so a 2,000-token prompt is read in about 0.9 seconds. Peak VRAM was measured at 5.6 GB.

How much VRAM does Qwen3.5-4B-MTP need?

Qwen3.5-4B-MTP has 4.0B 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.

QuantisationEstimated VRAMSmallest card that fits
Q4_K_M (4-bit)3.4 GB8 GB
Q8_0 (8-bit)5.7 GB8 GB
FP16 (16-bit)10.0 GB12 GB

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.

Fastest GPUs for this model (best tok/s)
  1. RTX 3090240.4

Models with a similar footprint

ModelParamsQ4_K_M weights
gemma-3n-E4B-it-text4B2.2 GB
NVIDIA-Nemotron-3-Nano-4B4B2.2 GB
Phi-4-mini-reasoning4B2.2 GB
Qwen3-4B4B2.2 GB
Qwen3-4B-Thinking-25074B2.2 GB
Qwen3.5-4B4B2.2 GB

Ranked by distance from Qwen3.5-4B-MTP's parameter count. Full benchmark board.

All benchmarks Methodology

GPUModelQuantBackendCtx tok/sprompt tok/sVRAM GBSource
RTX 3090 · 24 GBQwen3.5-4B-MTPQ6_K_XLllama.cpp 0.3.0-dev (build 1, commit d7bd3bf)24576240.4 ✓2167.65.6src
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