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Warp

Run DeepSeek v4.1 Flash with 5 GB of RAM at 3.77 tok/s

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HN · launched Sep 15, 2026 · 13 upvotes (top 35%) · 0 views

Niche: llm inference engines · 133 launches, 4 in the last 7 days ▼ -33% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

No Running DeepSeek v4.1 (a massive mixture-of-experts model) within 5 GB of RAM at several tokens per second requires state-of-the-art quantization, CPU/disk offloading, and low-level kernel optimizations.

What it would actually take: Requires novel sparse activation loading, speculative decoding, 1-bit or 2-bit quantization kernels (like BitNet/QuIP#), and custom SIMD/Metal/CUDA memory-mapped I/O pipelines. Deep systems expertise in GPU/CPU memory bandwidth architectures and low-bit quantized matrix multiplication is essential.

Discussion

3 comments analyzed.

Competitors mentioned: cloud APIs

Concerns raised: inference speed too slow, unclear practical use cases

Competitors

Other products that read as similar to this one : 1133 launches clear the similarity bar, closest 8 shown.

Attention rank: #426 of 1134 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 312 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.