glyd-condor
Glyd Condor: Qwen3.8-Flash-Next (180B) on one 16 GB NVIDIA GPU with Glyd's engine
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GITHUB · launched Oct 14, 2026 · 29 upvotes (top 43%)
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
Similar launches
See all 409 similar launches →Could you build this?
No Running a 180B parameter LLM on a consumer 16 GB GPU requires novel high-performance inference engine research, extreme quantization (sub-1-bit or radical MoE offloading), and custom CUDA/C++ kernels.
What it would actually take: Requires developing custom CUDA/Triton kernels for ultra-low-bit quantization, aggressive dynamic activation offloading via PCIe, and specialized disk-to-VRAM streaming pipelines. This demands state-of-the-art systems and ML systems engineering expertise to overcome memory bandwidth and VRAM constraints.
Competitors
Other products that read as similar to this one : 409 launches clear the similarity bar, closest 8 shown.
Attention rank: #186 of 410 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 341 days after the earliest competitor.
- qwen38-flash-next-nvidia-nvfp4-sm121-sglang · github · 2026-09-12 · 9 upvotes · similarity 0.68
- qwen38-flash-next-w4a16-cmp170hx · github · 2026-09-16 · 10 upvotes · similarity 0.66
- qwen38-flash-next-b70-offload · github · 2026-10-06 · 21 upvotes · similarity 0.65
- qwen3.8-flash-next-local-deploy · github · 2026-10-14 · 34 upvotes · similarity 0.64
- Qwen3.8-Flash-Next-Single-DGX-Spark-TensorFold · github · 2026-09-29 · 156 upvotes · similarity 0.64
- Qwen3.8-Flash-Dual-DGX-Sparks-TensorFold · github · 2026-10-07 · 16 upvotes · similarity 0.61
- Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s · hn · 2026-09-01 · 240 upvotes · similarity 0.59
- qwen38-flashnext-exl3 · github · 2026-09-17 · 18 upvotes · similarity 0.58
Other launches for this product
- No other launches for this product.
More details
- External ID
- 1418902693
- Company
- n/a
- Product
- glyd-condor
- Website domain
- github.com
- Cohort
- n/a
- Upvotes percentile
- 0.57
- All tags
- n/a
- AI summary
- inference engine for running large models on a single consumer gpu
- Manually corrected
- No