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Manage your datasets better with Oxen

Whether it’s Image Recognition, Text Classification, or Generative AI,
use Oxen’s version control to enable powerful data workflows
so you can build cutting-edge AI models.

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OXEN HUB

The central hub for all your data

Oxen is built from the ground up with simplicity, visibility, and speed in mind. Focus more on building your product and less on managing datasets.

OXEN DATASETS

Discover and use datasets in seconds

Search and use your org’s datasets as well as the robust #OpenData aggregated by the community.

TRACK CHANGES

Datasets change over time

Datasets should be living, breathing assets that change over time. Oxen makes it easy to compare changes in your data, so that you can have confidence moving forward.

Enhance your workflow

Use Oxen’s CLI & Oxen Hub to manage any and all datasets.

Audit
Oxen provides access controls and a visible change history to make reproducibility, compliance, and privacy easier.Audit
Discover
Oxen provides a single source where you can search your organization’s machine learning datasets as well as the robust #OpenData aggregated by the community.Discover
Experiment
Oxen makes experimentation with datasets as easy as branch switching. Push and pull data with the force of Oxen — up to 1000x faster than other solutions out there.Experiment
Manage
Oxen simplifies how you interact with datasets, with familiar (“git-like”) command line tools, a user-friendly web interface, and standardized data parameters.Manage
Collaborate
Oxen creates an easy to visualize and interact with history of dataset changes allowing you to more easily experiment and share.Collaborate
Open Source
Oxen provides access controls and a visible change history to make reproducibility, compliance, and privacy easier.Open Source

From the Oxen Herd

Data Version Control 101 with Oxen

This intro tutorial from Oxen.ai shows how Oxen can make versioning your data as easy as versioning your code. Oxen is built to track and store changes for everything from a single CSV to data repositories with millions of unstructured images, videos, audio or text files. The tutorial will go through what data version control is, why it is important, and how Oxen helps data scientists and engineers gain visibility and confidence when sharing data with the rest of their team. Here's a video ve...

Greg Schoeninger
Greg Schoeninger
Nov 9, 2023
Arxiv Dive Manifesto

Every Friday the team at Oxen.ai gets together and goes over research papers, blog posts, or books that help us stay up to date with the latest in Machine Learning and AI. We call it Arxiv Dives because https://arxiv.org/ is a great resource for the latest research in the field. In September of 2023, we decided to make it public so that anyone can join. We’ve had amazing minds from hundreds of companies like Amazon, DoorDash, Meta, Google, and Tesla join the conversation, but I thought it would...

Greg Schoeninger
Greg Schoeninger
Nov 5, 2023
How to run Llama-2 on CPU after fine-tuning with LoRA

Running Large Language Models (LLMs) on the edge is a fascinating area of research, and opens up many use cases that require data privacy or lower cost profiles. With libraries like ggml coming on to the scene, it is now possible to get models anywhere from 1 billion to 13 billion parameters to run locally on a laptop with relatively low latency. In this tutorial, we are going to walk step by step how to fine tune Llama-2 with LoRA, export it to ggml, and run it on the edge on a CPU. We assume...

Greg Schoeninger
Greg Schoeninger
Oct 23, 2023