ninfer-v100
NInfer on Tesla V100 (sm_70): Qwen3.8-27B deployment, build/convert scripts, systemd service, and cross-engine benchmark (vs llama.cpp). Fork of Neroued/ninfer with sm70 vision-encoding speedup.
Details
- External ID
- 1371545930
- Source
- GITHUB
- Company
- —
- Product
- ninfer-v100
- Website domain
- github.com
- Launched
- Sept. 15, 2026
- Cohort
- —
- Upvotes
- 19
- Upvotes percentile
- 0.5840379195490648
- Tags
- —
- Fetched at
- Sept. 19, 2026, 5:02 p.m.
- Updated at
- Sept. 19, 2026, 5:02 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
- inference engine and deployment scripts for running models on tesla v100 gpus
- Manually corrected
- False
Could you build this?
Partial Wrapping scripts and systemd services is trivial, but porting and optimizing low-level CUDA/C++ inference kernels specifically for older Volta (sm_70) tensor cores and vision encoders demands specialized GPU engineering.
What it would actually take: Requires low-level CUDA, C++, and CUTLASS programming targeting the Volta sm_70 architecture, handling WMMA instructions and specific memory bandwidth constraints. The hard part is rewriting or adapting vision encoder kernels and attention mechanisms that usually target modern Ampere/Hopper features (like BF16 or TensorFloat-32) to run performantly on FP16 sm_70 hardware. Demands deep systems-level GPU kernel profiling and optimization expertise.
Competitors
Other products that read as similar to this one — 7 launches clear the similarity bar.
Attention rank: #2 of 8 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 160 days after the earliest competitor.
- ninfer-ternary-bonsai-ada · github · 2026-09-20 · 23 upvotes · similarity 0.40
- qwen38-flash-next-nvidia-nvfp4-sm121-sglang · github · 2026-09-12 · 9 upvotes · similarity 0.39
- Fastest Qwen 3.8 27 on single RTX5090 · ph · 2026-09-07 · 1 upvotes · similarity 0.38
- OS Megakernel that match M5 Max Tok/w at 2x the Throughput on RTX 3090 · hn · 2026-04-08 · 6 upvotes · similarity 0.34
- zcode-speed-panel · github · 2026-09-16 · 17 upvotes · similarity 0.34
- Bonsai-27B-NInfer · github · 2026-09-24 · 10 upvotes · similarity 0.33
- Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED · github · 2026-09-15 · 12 upvotes · similarity 0.31
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.