BodhiApp vs scaling-book

Common questions

What is the difference between BodhiApp and scaling-book?

BodhiApp: Run Open Source/Open Weight LLMs locally with OpenAI compatible APIs. scaling-book: Guide on scaling LLMs on TPUs. See the comparison table for live GitHub stats and shared categories.

When should I choose BodhiApp over scaling-book?

Choose BodhiApp over scaling-book when BodhiApp is primarily TypeScript; scaling-book is HTML; Pricing: Pricing details are not mentioned in the repository data.; Requirements: Requires Docker; Requires Docker environment. Specific model requirements vary depending on the hardware variant chosen.; Tags unique to BodhiApp: gemma, generative-ai, llama, llm; You need to deploy LLMs locally with flexible hardware support including AMD, NVIDIA GPUs, and CPUs.

When should I choose scaling-book over BodhiApp?

Choose scaling-book over BodhiApp when scaling-book is primarily HTML; BodhiApp is TypeScript; Tags unique to scaling-book: jax, llm-inference, llms, roofline; You are working specifically with machine learning models that leverage Tensor Processing Units (TPUs) for performance and are looking to understand optimization techniques.

When should I avoid BodhiApp?

Your project strictly requires non-local deployment options, as BodhiApp focuses on local hosting of models. If your environment is limited to unsupported GPU hardware or lacks adequate drivers for CUDA, ROCm, or Vulkan acceleration methods. You need support beyond Mac platforms as BodhiApp does not yet provide installation instructions for other operating systems.

When should I avoid scaling-book?

Do not use if your project focuses exclusively on GPU scaling or other hardware not aligned with Tensor Processing Units (TPUs). If you are looking for a general approach to any framework's scalability without emphasis on TPUs. This resource is unsuitable if you need information about model training phases, as it emphasizes inference and serving phases.

Is BodhiApp or scaling-book more popular on GitHub?

scaling-book has more GitHub stars (1,441 vs 139). Stars measure visibility, not whether either tool fits your constraints.

Are BodhiApp and scaling-book open source?

Yes - both are open-source projects on GitHub.

Where can I find alternatives to BodhiApp or scaling-book?

GraphCanon lists graph-backed alternatives at BodhiApp alternatives and scaling-book alternatives (BodhiApp markdown twin, scaling-book markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, BodhiApp or scaling-book?

BodhiApp: Very active. scaling-book: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for BodhiApp and scaling-book?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: BodhiApp trust report; scaling-book trust report.