Deploy ML Models on a Budget

In plain words

Deploy ML Models on a Budget is a development tool for machine learning engineers and data scientists looking to reduce infrastructure costs. Launched in 2021, the tool helps users deploy machine learning models efficiently without expensive cloud resources. Available on GitHub, it provides an open-source solution for those managing multiple ML deployments across different environments while maintaining performance and minimizing spending.

written from the facts on this page · September 2026

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  Inferless2025 · inferless.com · ▲749

  Deploy any machine learning models in minutes

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  Compile ML models into dependency-free source code for easy deployment2023 · waveworks.dk · ▲37

  I'm a machine learning engineer who always found it annoying to integrate ML models into phone apps, smartwatch apps, microcontroller firmware etc... Why do we need all these libraries and runtimes with all the overhead, compatibility issues and other headaches, when it's just some math to be executed? So I made a compiler that simply converts the model into plain source code with no dependencies, and it actually solved all my deployment problems. Now I'm curious if it can help anyone else too. Through the link you can submit your model file (Keras h5, onnx soon to be supported), and I'll…

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  Fullstack ML – From Notebooks to Deployment2019 · github.com · ▲198

  Contribute to xadrianzetx/fullstack.ai development by creating an account on GitHub.

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  PlexeOct 2025 · plexe.ai · ▲273

  Build and deploy ML models in English

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  Machine learning automation from creating to using models in production2021 · github.com · ▲72

  a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0

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  Pip install inference, open source computer vision deployment2023 · github.com · ▲71

  Deploying vision models is time consuming and tedious. Setting up dependencies. Fixing conflicts. Configuring TRT acceleration. Flashing (and re-flashing) NVIDIA Jetsons. A streamlined, developer-friendly solution for inference is needed. We, the Roboflow team, have been hard at work open sourcing Inference, an open source vision deployment solution. Our solution is designed with developers in mind, offering a HTTP-based interface. Run models on your hardware without having to write architecture-specific inference code. Here's a demo showing how to go from a model to GPU inference on a video…

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  /dev/null▲483

  a social network for devs

  Dev tools · 3d ago · dev-null.sh

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  Whiteboard (YC W26) – an open-source IDE for thoughtful software design▲423

  open-source IDE for thoughtful software design. Contribute to devdotfast/whiteboard development by creating an account on GitHub.

  Dev tools · 27d ago · github.com

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  Reladraw – A diagram language where you decide where to place things▲411

  Contribute to reladraw/reladraw development by creating an account on GitHub.

  Dev tools · 25d ago · github.com

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  OpenBot▲362

  Grok Bot alternative: free, local, open-source, multiplayer

  Dev tools · 23d ago · openbot.run

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  Talanoa▲345

  Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…

  Dev tools · 20d ago · talanoa.email

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  CoreSpeed▲332

  One MCP for everything your agents need: apps, memory, tools

  Dev tools · 28d ago · corespeed.io

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  Redbean – Single-file distributable web server▲1,998

  Life & fun · 2021 · justine.lol

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  Can’t afford Bloomberg Terminal? No prob, I built the next best thing▲1,422

  Contribute to DidierRLopes/GamestonkTerminal development by creating an account on GitHub.

  Dev tools · 2021 · github.com

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  Ray.so▲1,064

  Create beautiful images of your code

  Dev tools · 2021 · ray.so

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  June 1.0▲851

  Instant analytics reports built on top of Segment

  Growth · 2021 · june.so

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  Contra▲798

  Connect with next-gen talent and tools to get work underway. Hire more independents. Start more projects. Get more creative.

  Commerce · 2021 · contra.com

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  Deep Nostalgia™▲762

  Animate your family photos

  AI · 2021 · myheritage.com