4× RTX PRO 6000
235tok/sEveryday
1 request, prose prompt, context 19, with DSpark (per recipe) Source
Intelligence34with thinking
- Custom kernel required
Local AI · Recipe · 4× RTX PRO 6000
DeepSeek-V4-Flash FP8 with vLLM on 4× RTX PRO 6000
by jcartu
Intelligence (original model) · Artificial Analysis24with thinkingno thinking 19
Engine
- Engine
- vLLM 0.21.1rc1.dev339+g1967a5627bc3
- Quantization
- FP8 W8A8 (nativ), FP8 KV block 256
- Model family
- DeepSeek-V4-Flash
- Context
- 1,048,576
- Creator
- jcartu
- GitHub stars
- 3
- Repo updated
- Jun 21, 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 weightsdeepseek-ai/DeepSeek-V4-Flash MIT
- Engine
- vLLM 0.21.1rc1.dev339+g1967a5627bc3
- Context
- 1,048,576 tokens
Sources
- github.com/jcartu/dsv4-flash-blackwell-inference-study#sustained-decode-cstechdevdsv4-flash-deepseek-v4-flash-fp8-tp4-mtp2
- github.com/jcartu/dsv4-flash-blackwell-inference-study#prefill-throughput
- github.com/jcartu/dsv4-flash-blackwell-inference-study
- github.com/jcartu/dsv4-flash-blackwell-inference-study/blob/main/data/benchmark_results_standard.json
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