delta-inference-engine
Delta Inference Engine: DeepSeek-V4.1-Flash on one NVIDIA GPU, natively on Windows (OpenAI-compatible server)
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GITHUB · launched Oct 26, 2026 · 50 upvotes (top 34%) · 0 views
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
Could you build this?
No Running a large frontier-scale model on a single consumer GPU natively on Windows requires custom quantized inference kernels, memory management, and model-architecture support. That is specialized ML systems engineering.
What it would actually take: A real engine needs custom CUDA or Triton kernels for the model's attention and MoE layers, plus aggressive quantization and KV-cache management to fit one GPU. It also needs a native Windows build path and an OpenAI-compatible server layer on top. This requires inference-systems and GPU kernel engineers, and access to the model weights.
Competitors
Other products that read as similar to this one : 530 launches clear the similarity bar, closest 8 shown.
Attention rank: #186 of 531 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 356 days after the earliest competitor.
- dgx-spark-deepseek-v41 · github · 2026-10-12 · 32 upvotes · similarity 0.59
- token-exchange-neocloud-in-a-box · github · 2026-10-19 · 52 upvotes · similarity 0.59
- DeepSeek-v4.1-Flash-DGX-Sparks · github · 2026-09-11 · 118 upvotes · similarity 0.58
- deepseek-v41-flash-spark · github · 2026-09-10 · 92 upvotes · similarity 0.57
- DeepSeek V4.1 Flash · ph · 2026-09-10 · 4 upvotes · similarity 0.57
Show 3 more
- Infernix · github · 2026-10-08 · 98 upvotes · similarity 0.57
- Promethevs · github · 2026-10-21 · 23 upvotes · similarity 0.57
- kindi · github · 2026-10-20 · 40 upvotes · similarity 0.57