💻InfiniteGPU is a platform that enables effortless exchange of compute resources for AI workloads
They shipped a lot: a native WinUI worker running ONNX Runtime, SignalR-backed real‑time task orchestration, and Stripe payments for a single repo — that’s a full marketplace stack, not a toy. The Windows‑only desktop client and choices like SQL Server/Azure + centralized payments make it less decentralized than projects like Golem or Vast.ai, but as an opinionated, deployable open source alternative it’s impressively ambitious.
ML engineers, devs and startups needing distributed GPU/NPU compute; hobbyists or sysadmins who want to monetize idle hardware
Estimates LLM training MFU, memory, timeline across 70 models and parallelism strategies—genuinely useful before GPUs commit.
LLaMA-Factory for agent memory with native GRPO and 14% performance gains.
Marketplace for idle quantum hardware, but heavy crypto tokenomics distract from compute utility.
Pure Vulkan compute enables LLMs inside game loops without CUDA lock-in.
BitTorrent for LLMs with on-device PII scanning before prompts leave your machine.
Feel reinforcement learning by playing it—unusual pedagogical framing, but narrow audience.
