Nicheloom visits: 58,189 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

collabosm

A local app that rents a GPU in your own Colab account and serves Qwen3.8 on it: 27B on an A100-40G, or Flash-Next (125B-A6B MoE) on an A100-80G. The cost is shown before it starts; chat with images; Codex or any OpenAI client uses a fixed local /v1. Auto-stop, CU ledger, live prefill/decode. Windows, macOS, Linux.

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

GITHUB · launched Sep 25, 2026 · 90 upvotes (top 9%) · 2 views

Niche: llm inference and deployment tools · 188 launches, 6 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Prosumer
  • AI-native
  • Hobby / open-source project
  • colab
  • exllamav3
  • google-colab
  • gpu
  • llm
  • llm-inference
  • +2 more

Visit website ↗ Source listing ↗

Could you build this?

No Running a 125B MoE on a single A100 at thousands of tokens per second using a pinned-RAM KV tier requires elite low-level CUDA, PCIe transfer scheduling, and inference engine internals.

What it would actually take: Building this requires a bespoke LLM runtime written in C++ and CUDA that utilizes zero-copy pinned host memory and asynchronous PCIe DMA transfers to stream KV tensors without stalling the tensor cores. It necessitates custom MoE routing kernels and memory-bandwidth saturation techniques tailored precisely to A100 architecture. This demands top-tier GPU microarchitecture and deep systems performance engineering expertise.

Competitors

Other products that read as similar to this one : 226 launches clear the similarity bar, closest 8 shown.

Attention rank: #27 of 227 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 297 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.