1 request, prose prompt, with MTP (per recipe) Source
Local AI · Recipe · 1× DGX Spark
Gemma 4 26B-A4B NVFP4 with vLLM on 1× DGX Spark
Gemma 4 26B-A4B NVFP4 with vLLM on 1× DGX Spark: 29.8 tok/s according to github.com (dataset as of Nov 3, 2026).
by MiaAI-Lab
Engine
- Engine
- vLLM vllm/vllm-openai:nightly (ungepinnt)
- Quantization
- NVFP4 weights + fp8 KV
- Model family
- Gemma 4
- Context
- 262,144
- Parameters
- 26B MoE / 4B active
- Creator
- MiaAI-Lab
- GitHub stars
- 10
- Repo updated
- Sep 14, 2026
Measurements
Every sourced value of this recipe, each with its condition and source. Bars relative to the largest value in the group.
Decode · 1 request
What you need
- Hardware
- 1 × NVIDIA DGX Spark (GB10)
- Weights
- Main weightsnvidia/Gemma-4-26B-A4B-NVFP4 Apache-2.0
- MTPgoogle/gemma-4-26B-A4B-it-assistant Apache-2.0
- Engine
- vLLM vllm/vllm-openai:nightly (ungepinnt)
- Context
- 262,144 tokens
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