3× DGX Spark
51tok/sEveryday
1 request, prose prompt, with MTP/EAGLE (spekulativ, ~59 ms/step) (per recipe) Source
Intelligence40with thinkingno thinking 25
- Custom kernel required
Local AI · Recipe · 3× DGX Spark
Kimi-K3 UD-IQ1_S with SparkInfer on 3× DGX Spark
Kimi-K3 UD-IQ1_S with SparkInfer on 3× DGX Spark: 6.59 tok/s according to github.com (dataset as of Nov 3, 2026).
by vcruz305
Intelligence (original model) · Artificial Analysis44with thinkingOriginal model's value. Heavily compressed (~0.95 bit), intelligence is likely much lower.
≤ 3 bit: quantization may cost quality
Engine
- Engine
- SparkInfer sparkinfer-k3 + Patches 0001–0026
- Quantization
- GGUF UD-IQ1_S (330 GB)
- Model family
- Kimi-K3
- Context
- —
- Parameters
- 2.78T (HF-Card vcruz305/Kimi-K3-GGUF; HF-API moonshotai/Kimi-K3 safetensors total 2 779 931 837 184)
- Creator
- vcruz305
- GitHub stars
- 9
- Repo updated
- Sep 13, 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
- 3 × NVIDIA DGX Spark (GB10)
- Weights
- Main weightsvcruz305/Kimi-K3-GGUF other
- othermoonshotai/Kimi-K3 other
- Engine
- SparkInfer sparkinfer-k3 + Patches 0001–0026
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.
- Experimental
- Very heavy quantization
- Multiple nodes
- License unclear
Sources
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