4× DGX Spark
46tok/sEveryday
1 request, prose prompt, with DSpark Source
Intelligenceno independent value
Local AI · Recipe · 2× DGX Spark
DeepSeek-V4-Flash 0731 Q2 with DwarfStar on 2× DGX Spark (network TP)
DeepSeek-V4-Flash 0731 Q2 with DwarfStar on 2× DGX Spark (network TP): 26 tok/s according to github.com (dataset as of Sep 29, 2026).
by antirez
26tok/sEveryday
1 request, prose prompt (105 tokens), 64K allocated, no speculative decoding
Source: github.comIntelligence (original model) · Artificial Analysis34with thinkingOriginal model's value. Heavily compressed (~2.1 bit), intelligence is likely much lower.
≤ 3 bit: quantization may cost quality
Engine
- Engine
- DwarfStar (ds4) main@fc80bd69 (2026-10-07)
- Quantization
- IQ2_XXS gate/up + Q2_K down (routed, imatrix), Q8 Attn/Shared/Out; Experten hälftig je Spark (~45 GiB je Host)
- Model family
- DeepSeek-V4-Flash
- Context
- 65,536
- Creator
- antirez
- GitHub stars
- 23,753
- Repo updated
- Oct 8, 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
Prefill by context
What you need
- Hardware
- 2 × NVIDIA DGX Spark (GB10)
- Weights
- Main weightsantirez/deepseek-v4-gguf MIT
- Draft modelantirez/deepseek-v4-gguf MIT
- Engine
- DwarfStar (ds4) main@fc80bd69 (2026-10-07)
- Context
- 65,536 tokens
Notes
What matters before you rebuild it.
- ≤ 3 bit: quantization may cost qualityAt 3 bit and below the model may answer noticeably worse than the original. The intelligence number refers to the original.
Sources
Related recipes
4× DGX Spark
42tok/sEveryday
1 request, prose prompt, with DSpark (per recipe) Source
Intelligenceno independent value
- Custom kernel required
3× DGX Spark
41.9tok/sEveryday
1 request, prose prompt, with DSpark (per recipe) Source
Intelligenceno independent value
- Custom kernel required
2× DGX Spark
33.2tok/sEveryday
1 request, prose prompt, with DSpark (per recipe) Source
Intelligenceno independent value
- Custom kernel required
1× DGX Spark
30.2tok/sEveryday
1 request, story prompt, prompt 18 tokens, with MTP (per recipe) Source
Intelligence34with thinking
- ≤ 3 bit: quantization may cost quality
1× Mac
28.5tok/sEveryday
1 request, prose prompt, context 32k, with DSpark (per recipe) Source
Intelligenceno independent value
- ≤ 3 bit: quantization may cost quality
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.