2× DGX Spark
36.1tok/sEveryday
1 request, prose prompt, with DFlash2 (per recipe) Source
Intelligence42with thinking
- ≤ 3 bit: quantization may cost quality
- Custom kernel required
- Non-commercial
- License unclear
Local AI · Recipe · 4× RTX PRO 6000
GLM-5.3-Flash NVFP4 with vLLM on 4× RTX PRO 6000 (with DFlash)
Engine
- Engine
- vLLM Jovian Judgement Community r7/r8
- Quantization
- NVFP4 weights + FP8 KV (fp8_ds_mla); DFlash2-Draft MXFP8
- Model family
- GLM-5.3-Flash
- Context
- 262,144
- Creator
- brandonmmusic-max
- GitHub stars
- 0
- Repo updated
- Aug 31, 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
- 4 × NVIDIA RTX PRO 6000 Blackwell
- Weights
- Main weightslocal-inference-lab/GLM-5.3-Flash-NVFP4 MIT
- Draft modelincoai/GLM-5.3-Flash-DFlash2 Non-commercial · CC-BY-NC-ND-4.0
- Engine
- vLLM Jovian Judgement Community r7/r8
- Context
- 262,144 tokens
Notes
What matters before you rebuild it.
- Research
- Non-commercial
Sources
- github.com/brandonmmusic-max/glm-5.3-flash-nvfp4-jovian-benchmarks#interactive-and-concurrency-results
- github.com/brandonmmusic-max/glm-5.3-flash-nvfp4-jovian-benchmarks#exact-cold-prefill
- github.com/brandonmmusic-max/glm-5.3-flash-nvfp4-jovian-benchmarks
- github.com/brandonmmusic-max/glm53-flash-quant-tradeoff
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