1× RTX 3090
168tok/sEveryday
1 request, prose prompt, with MTP (per recipe) Source
Intelligence17with thinkingno thinking 13
Local AI · Recipe · 1× DGX Spark
Gemma 4 26B-A4B NVFP4 with vLLM on 1× DGX Spark
by MiaAI-Lab
Intelligence (original model) · Artificial Analysis17with thinkingno thinking 13
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.
No sourced measurements for this recipe.
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
Related recipes
1× RTX 3090
44.9tok/sEveryday
1 request, prose prompt, with DFlash (per recipe) Source
Intelligence19with thinkingno thinking 14
1× RTX 5090
53tok/sPeak
1 request, synthetic prompt Source
Intelligence19with thinkingno thinking 14
1× DGX Spark
53tok/sEveryday
1 request, prose prompt, with MTP (per recipe) Source
Intelligence40with thinking
- Custom kernel required
- License unclear
1× DGX Spark
48.7tok/sEveryday
1 request, prose prompt, with MTP (per recipe) Source
Intelligence40with thinking
- Access on request
- License unclear
1× DGX Spark
40.9tok/sEveryday
1 request, prose prompt, prompt 50 tokens, with DSpark (per recipe) Source
Intelligence25with thinking
- License unclear
Local AI in your company?
In a workshop we work out which models and which hardware fit your tasks, and build the first agent on your infrastructure.