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Qwen3.8-9B-Distill

Qwen family · 9.0B params

3recorded runs
76.4best tok/s
1verified

Evidence: 1 sourced run · 2 awaiting review · 1 independent source · first recorded Aug 20, 2026 · last recorded Sep 2, 2026. What these labels mean.

What the Qwen3.8-9B-Distill numbers mean

The fastest verified result on our board is 46.4 output tok/s on an RTX 2060 Super at Q6_K with a 8192-token context. That is about 21.5 ms per generated token — 500 tokens takes roughly 10.8 seconds. Prompt processing on the same record runs at 1295.0 tok/s, so a 2,000-token prompt is read in about 1.5 seconds. Peak VRAM was measured at 6.7 GB. Across the 3 records we hold for this model the range is 22.9–76.4 tok/s on 3 GPUs, because quantisation, context length and the engine build all move the number.

How much VRAM does Qwen3.8-9B-Distill need?

Qwen3.8-9B-Distill has 9.0B 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)6.6 GB8 GB
Q8_0 (8-bit)11.8 GB16 GB
FP16 (16-bit)21.5 GB32 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 306076.4
  2. RTX 2060 Super46.4
  3. RTX 208022.9

Models with a similar footprint

ModelParamsQ4_K_M weights
Carnice-9b9B5.1 GB
DeepSeek-V4-Pro-Qwen3.5-9B-MTP9B5.1 GB
Huihui-Qwythos-9B-Claude-Mythos-5-1M-abliterated-i19B5.1 GB
NVIDIA-Nemotron-Nano-9B-v29B5.1 GB
Ornith-1.0-9B9B5.1 GB
Qwen3-VL-8B-Instruct9B5.1 GB

Ranked by distance from Qwen3.8-9B-Distill's parameter count. Full benchmark board.

All benchmarks Methodology

GPUModelQuantBackendCtx tok/sprompt tok/sVRAM GBSource
RTX 2060 Super · 8 GBQwen3.8-9B-DistillQ6_Kllama.cpp b10449 (0d9ceae1e38291035605613ab41a…819246.4 ✓1295.06.7src
RTX 3060 · 12 GBQwen3.8-9B-DistillQ4_K_Mllama.cpp —13107276.4 …560.7—src
RTX 2080 · 8 GBQwen3.8-9B-DistillQ4_K_Mllama.cpp —13107222.9 …292.46.8src
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