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Qwen 3.8 Flash

Qwen family · 125.0B params

8recorded runs
86.8best tok/s
8verified

Evidence: 8 sourced runs · 1 independent source · first recorded Sep 21, 2026. What these labels mean.

What the Qwen 3.8 Flash numbers mean

The fastest verified result on our board is 86.8 output tok/s on an DGX Spark at EXL3 3.05bpw with a 2048-token context. That is about 11.5 ms per generated token — 500 tokens takes roughly 5.8 seconds.

How much VRAM does Qwen 3.8 Flash need?

Qwen 3.8 Flash has 125.0B 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)81.7 GB141 GB
Q8_0 (8-bit)153.5 GB192 GB
FP16 (16-bit)288.3 GBmulti-GPU or CPU offload

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. DGX Spark86.8

Models with a similar footprint

ModelParamsQ4_K_M weights
Qwen 3.8 Flash-Next Base125B70.3 GB
Ling-3.0-flash127B71.4 GB
NVIDIA-Nemotron-3.5-Super-VL-120B-A12B120B67.5 GB
Laguna-S-2.1118B66.4 GB
gpt-oss-120b117B65.8 GB
Llama-4-Scout-17B-16E-Instruct109B61.3 GB

Ranked by distance from Qwen 3.8 Flash's parameter count. Full benchmark board.

All benchmarks Methodology

GPUModelQuantBackendCtx tok/sprompt tok/sVRAM GBSource
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd3204886.8 ✓——src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd360071.7 ✓——src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd36400067.4 ✓——src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd311000066.0 ✓——src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd33500058.0 ✓980.0—src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd324000055.8 ✓——src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd33200055.6 ✓——src
DGX Spark · 128 GBQwen 3.8 FlashEXL3 3.05bpwexllamav2 523ecd3800051.5 ✓——src
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