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TandemLLM

Inference engine for Qwen3.8-27B on one DGX Spark: speculative draft trees sized by StairCut, NVFP4 kernels, exact recurrent-state caches

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GITHUB · launched Sep 28, 2026 · 21 upvotes (top 38%) · 5 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
  • dgx-spark
  • llm-inference
  • nvfp4
  • qwen
  • speculative-decoding

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Could you build this?

No Implementing a custom high-performance LLM inference engine with custom NVFP4 GPU kernels, speculative decoding algorithms, and custom recurrent-state caching requires specialized GPU systems programming and ML systems research.

What it would actually take: Requires low-level CUDA, CUTLASS, or Triton programming specifically targeting NVIDIA Blackwell/Hopper microarchitectures for NVFP4 precision execution. Developers need deep expertise in parallel computing, GPU memory hierarchies, KV-cache/Mamba-style recurrent state optimization, and speculative tree decoding algorithms like StairCut.

Competitors

Other products that read as similar to this one : 3397 launches clear the similarity bar, closest 8 shown.

Attention rank: #1233 of 3398 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 334 days after the earliest competitor.

  • dgx-spark-networking · github · 2026-10-04 · 27 upvotes · similarity 0.73
  • gr8 · github · 2026-10-10 · 27 upvotes · similarity 0.71
  • strixite · github · 2026-10-04 · 11 upvotes · similarity 0.68
  • kindi · github · 2026-10-20 · 40 upvotes · similarity 0.68
  • Infernix · github · 2026-10-08 · 98 upvotes · similarity 0.67
  • OpenRelay: The Inference Delivery Network · yc · 2026-08-07 · 13 upvotes · similarity 0.67
  • open_rknpu2_lm_infer · github · 2026-10-14 · 13 upvotes · similarity 0.66
  • zlaya · github · 2026-09-23 · 9 upvotes · similarity 0.66

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