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.
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GITHUB · launched Sep 10, 2026 · 92 upvotes (top 9%) · 0 views
Niche: llm inference and deployment tools · 188 launches, 6 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 188 launches in llm inference and deployment tools →
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 : 188 launches clear the similarity bar, closest 8 shown.
Attention rank: #25 of 189 (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-Two-Sparks · github · 2026-10-03 · 85 upvotes · similarity 0.74
- dgx-spark-deepseek-v41 · github · 2026-10-12 · 32 upvotes · similarity 0.74
- 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
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