Dev tools · alternatives · 2026
24 alternatives to Connecting MLflow Hosted Models and Label Studio for Auto Labelling
Hey HN, I'm Jinen. I’m a PhD student working on DL interpretability & Optimization Theory. Before beginning my PhD, I worked at DagsHub fine tuning vision models for domain specific deployments. I wanted to use ML models to help label the data, based on Label Studio's ML Backends. The goal was to use a model registered and tracked on MLflow. I found it tedious and involved a lot of boilerplate code to pipeline an MLFlow registered model into Label Studio's ML backend . Part of the challenges was setting up the web server, adapting the model outputs and reading through a lot of documentation…
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Connecting MLflow Hosted Models and Label Studio for Auto Labelling launched in 2024; newer entries below may have overtaken it.
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Open source data labelling platform for AI model tuning
2023 · labelstud.io · its alternatives →
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Manage your computer vision data labeling
2024 · labelyourdata.com · its alternatives →
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Hi HN! I'm excited to share Autolabel, an open-source Python library to label and enrich text datasets with any Large Language Model (LLM) of your choice. We built Autolabel because access to clean, labeled data is a huge bottleneck for most ML/data science teams. The most capable LLMs are able to label data with high accuracy, and at a fraction of the cost and time compared to manual labeling. With Autolabel, you can leverage LLMs to label any text dataset with <5 lines of code. We’re eager for your feedback!
2023 · github.com · its alternatives →
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Pre-trained computer vision models and public datasets
2021 · universe.roboflow.com · its alternatives →
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a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0
2021 · github.com · its alternatives →
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YourGPT 2.0▲215Today we are launching YourGPT 2.0, an update focused on making support, sales, and operational workflows work together more smoothly in one system. This release improves how workflows are built, how the platform connects to external tools, and how context is maintained across long, multi-channel interactions. AI Studio now makes it much easier to create and refine workflows. You can describe the process you want in natural language and the system generates the full workflow for you. It can also help debug issues by showing what happened at each step and explaining where things went off…
Nov 2025 · yourgpt.ai · its alternatives →
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Lightly▲148Improve your machine learning models by using the right data
2021 · lightly.ai · its alternatives →
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Heya HN, after spending +1 year building an ML-driven analytics product (that didn't pan out unfortunately), I've pivoted to solving a problem my team and I found while building the previous product … why the hell is it so hard to move a model from a Jupyter notebook, to a development server, then to a production pipeline!? To solve this my team and I started the open source KitOps project under the Apache 2 license. KitOps includes the Kit CLI that uses a Kitfile manifest to create ModelKits: 1. The kit CLI packages your model, datasets, code, and configuration into an OCI compliant…
2024 · kitops.ml · its alternatives →
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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…
2023 · waveworks.dk · its alternatives →
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Hey HN! We’re Vaibhav and Marcello. We’re building Plexe (https://github.com/plexe-ai/plexe), an open-source agent that turns natural language task descriptions into trained ML models. Here’s a video walkthrough: https://www.youtube.com/watch?v=bUwCSglhcXY. There are all kinds of uses for ML models that never get realized because the process of making them is messy and convoluted. You can spend months trying to find the data, clean it, experiment with models and deploy to production, only to find out that your project has been binned for taking so long.…
2025 · github.com · its alternatives →
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We are the developers of an open-source package Metaflow that we started at Netflix. Metaflow provides a human-friendly interface to the full stack of ML infrastructure, including data access, compute, workflow orchestration, and versioning. It is used by hundreds of companies across industries. Over the past years, we have seen that there are two major stumbling blocks for folks who want to learn to build real-world ML applications: 1) Setting up the full infrastructure stack in the cloud costs time and money. The investment is worth it once you know what you want to do, but that's not…
2023 · outerbounds.com · its alternatives →
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Deploy a ML inference service on a budget in less than 10 lines of code. - ebhy/budgetml
2021 · github.com · its alternatives →
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DVC Studio▲95Machine Learning Experiments based on Git
2021 · studio.datachain.ai · its alternatives →
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The simplest way to serve AI/ML models in production - basetenlabs/truss
2022 · github.com · its alternatives →
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We built a white-labeled workflow builder that platforms can embed to offer automation capabilities to their users: - JavaScript code action sandboxing - Native UI experience - Custom action support - Simple integration We're bootstrapped and focused on making workflow automation accessible to more platforms. Demo: https://youtu.be/wVspgI27x9A Product Hunt launch: https://www.producthunt.com/posts/embed-workflow
2023 · embedworkflow.com · its alternatives →
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Contribute to whiteboxml/teaching-ml-in-production development by creating an account on GitHub.
2019 · github.com · its alternatives →
- 24DA
2018 · modeldepot.io · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →