deepseek-v41-flash-spark
DeepSeek-V4.1-Flash on a single DGX Spark (GB10): resident hot experts + NVMe streaming, DSpark, OpenAI API. Work in progress.
Details
- External ID
- 1364746777
- Source
- GITHUB
- Company
- —
- Product
- deepseek-v41-flash-spark
- Website domain
- github.com
- Launched
- Sept. 10, 2026
- Cohort
- —
- Upvotes
- 92
- Upvotes percentile
- 0.915641813989239
- Tags
- —
- Fetched at
- Sept. 14, 2026, 5:28 p.m.
- Updated at
- Sept. 14, 2026, 5:28 p.m.
Enrichment
- Theme
- DeepSeek model deployment and inference
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- deepseek inference pipeline for dgx spark hardware
- Manually corrected
- False
Could you build this?
No Serving a massive MoE LLM on constrained hardware via NVMe streaming and custom CUDA/kernel optimizations requires deep low-level systems programming and hardware expertise.
What it would actually take: Requires expert-level knowledge in CUDA, low-level GPU memory management, and asynchronous I/O (SPDK/io_uring) for streaming expert weights from NVMe drives to VRAM. The stack involves C++, custom PyTorch/Triton kernels, and integration with an inference engine framework. The hardest part is minimizing token latency when swapping MoE weights over PCIe/NVMe interfaces without stalling the GPU pipeline.
Competitors
Other products that read as similar to this one — 94 launches clear the similarity bar, closest 8 shown.
Attention rank: #12 of 95 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 159 days after the earliest competitor.
- DeepSeek-v4.1-Flash-DGX-Sparks · github · 2026-09-11 · 118 upvotes · similarity 0.81
- DeepSeek-V4.1-Flash-vLLM-DGX-Spark · github · 2026-09-10 · 65 upvotes · similarity 0.78
- deepseek-v4.1-flash-next-dgx-spark-512k · github · 2026-09-13 · 6 upvotes · similarity 0.73
- DeepSeek-V4.1-Flash-EXL3-vLLM-2x-DGX-Spark · github · 2026-09-10 · 20 upvotes · similarity 0.73
- DeepSeekv4.1-DGX-Spark · github · 2026-09-12 · 15 upvotes · similarity 0.71
- DeepSeek-v4.1-Flash-EXL3-2x-DGX-Sparks · github · 2026-09-13 · 206 upvotes · similarity 0.70
- deepseek-v4.1-flash-4x-rtx-pro-6000 · github · 2026-09-10 · 43 upvotes · similarity 0.69
- dsv41-flash-pp4-170hx · github · 2026-09-14 · 7 upvotes · similarity 0.68
Other launches for this product
- No other launches for this product.
Same idea, different domain
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