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craft.

Crafts that I have been brewing for the past while.

  • Étiquette

    • publié à

    • modifié à

    • durée

      4 min de lecture

    • source

      llms.txt

    I would like to think of the work I do as craft, a celebration of the act of making itself.

    There is also a backlog of unfinished ideas that I might work on, one day.

    writing.

    You can find internal monologue under posts index.

    open source.

    • Quartz - 🌱 a fast, batteries-included static-site generator that transforms Markdown content into fully functional websites (2023-)

    • avante.nvim - 🎓 A Cursor-like chat IDE for Neovim (2024-)

    • tinymorph - ✍️ An exploration into how we build interfaces for machine-assisted writing tool (2024-) [^tinymorph]

    • OpenLLM - ⚙️ Run any open-source LLMs as OpenAI compatible API endpoint in the cloud. (2023-)

      • 🔬 Build for fast and production usages
      • 🚂 Support Llama, Qwen, Gemma, etc, and quantized versions
      • ⛓️ OpenAI-compatible API
      • 💬 Built-in ChatGPT like UI
      • 🔥 Accelerated LLM decoding with state-of-the-art inference backends
      • Source: github

    • BentoML - 🍱 Build Production-grade AI Application (2021-) (Yang et al., n.d.)

      • a framework that simplifies machine learning model deployment and provides a faster way to ship your model to production. Supports a variety of use cases, from classical ML to LLMs, diffusions models.
      • Built using Python, BuildKit, gRPC
      • Source: github, docs

    • incogni.to - 🌗 an event platform that curates for those yearning to be seen for who they are, not what they can "sell" (2024)

    • onw - A real-time navigation tools for safer commute (2021)

      • Implemented route optimization, heat map visualization to identify hot zones, peer notification system.
      • Added a heuristic Gaussian Mixture Model to find the safest path between different locations, trained on past assault data provided by Toronto Police Department.
      • Awarded: Finalists at Hack the North 2021.
      • Built using AWS Fargate, React Native, TypeScript, GraphQL, Apache Spark MLlib, Google Maps API
      • Source: github, devpost

    talks.

    • OpenLLM, and everything about running LLMs in production at Hack The North (2023)

    companies.

    Bibliographie

    • Templeton, A., Conerly, T., Marcus, J., Lindsey, J., Bricken, T., Chen, B., Pearce, A., Citro, C., Ameisen, E., Jones, A., Cunningham, H., Turner, N. L., McDougall, C., MacDiarmid, M., Freeman, C. D., Sumers, T. R., Rees, E., Batson, J., Jermyn, A., … Henighan, T. (2024). Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet. Transformer Circuits Thread. [link]
    • Yang, C., Sean, S., Aaron, P., Shenyang, Z., Sauyon, L., Bo, J., Fog, D., Xipeng, G., & Frost, M. (n.d.). BentoML: The framework for building reliable, scalable and cost-efficient AI application. [GitHub]

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