1× DGX Spark
19.3tok/sEveryday
1 request, prose prompt, context 1k, no speculative decoding Source
Intelligenceno independent value
- License unclear
Local AI · Recipe · 1× DGX Spark
Laguna-S-2.1 118B NVFP4 with vLLM on 1× DGX Spark (256k context)
Laguna-S-2.1 118B NVFP4 with vLLM on 1× DGX Spark (256k context): 76.7 tok/s according to github.com (dataset as of Nov 3, 2026).
by MiaAI-Lab
Intelligence (original model) · Artificial Analysisno independent value
Engine
- Engine
- vLLM
- Quantization
- NVFP4
- Model family
- Laguna-S-2.1
- Context
- 262,144
- Parameters
- ~118B (HF safetensors)
- Creator
- MiaAI-Lab
- GitHub stars
- 83
- Repo updated
- Sep 5, 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
Time to first token
Shorter is better.
What you need
- Hardware
- 1 × NVIDIA DGX Spark (GB10)
- Weights
- Main weightspoolside/Laguna-S-2.1-NVFP4 openmdw-1.1
- Draft modelpoolside/Laguna-S-2.1-DFlash-NVFP4 License unclear
- Engine
- vLLM
- Context
- 262,144 tokens
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