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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLO

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paralleliq/README.md

ParallelIQ — Always Watching. Never Acting Alone. The control plane your GPU fleet has been missing.

Estimate Your Waste Scan Your Cluster

Website LinkedIn X Crunchbase

Open source

  • piqc — Kubernetes-native fact collector for AI clusters. Discovers vLLM deployments and extracts GPU, runtime, and serving facts into a standardized ModelSpec.
  • ModelSpec — Open declarative AI model specification. Captures execution, serving, and orchestration intent in a runtime-agnostic, cloud-agnostic, machine-readable format.
  • piqc-knowledge-base — Production readiness standards for GenAI. Neutral, community-driven checklists for deploying LLMs, vLLM, GPU optimization, observability, and governance.

Contact
Website paralleliq.ai
Business inquiries sam@paralleliq.ai
Founder & CEO Sam Hosseini
Headquarters San Jose, California
© ParallelIQ · Building the next generation of GPU-native AI infrastructure

Pinned Loading

  1. modelspec modelspec Public

    ModelSpec is an open, declarative specification for describing how AI models especially LLMs are deployed, served, and operated in production. It captures execution, serving, and orchestration inte…

    Python 1 1

  2. piqc piqc Public

    Kubernetes scanner that discovers LLMs running on vLLM and extracts their deployment and runtime facts.

    Python 5

  3. piqc-knowledge-base piqc-knowledge-base Public

    Production-ready checklists and frameworks for deploying LLMs, GenAI models, and AI infrastructure. Covers vLLM, Kubernetes, GPU optimization, observability, compliance, and Day-0 to Day-2 operations.

    Shell 4