Riptide: Fast, Full Binarization in TVM

The first end to end, optimized, open source framework for binary deep learning.

This post now lives at: https://octoml.ai/blog/riptide-fast-full-binarization-in-tvm/

Using Sparsity in Apache TVM to halve your cloud bill for NLP

By Joshua Fromm, Bing Xu, Morgan Funtowicz and Jason Knight

Leveraging block sparsity with Apache TVM to halve your cloud bill for NLP

OctoML ≔ Easier machine learning

Machine learning and deep learning (ML/DL) are making large impacts across the computing field and the horizon is bright with the rapidly…

Compiling classical ML for (up to 30x) performance gains and hardware portability

OctoML and Microsoft make classical machine learning even faster.

Look ma, no WiFi! Gemma on Android and iPhone and more local LLM updates from MLC

Now you can run…

What the $28 million Series B means for OctoML and for accelerating ML deployment?

I’m thrilled to announce that OctoML has closed a $28M million Series B funding round led by Addition and Lee Fixel with…

Unlocking 10X Performance Improvements on Computer Vision Models

At OctoML, we love working with teams that are changing our world through the application and productization of deep learning models. We…

Announcing OctoML’s Series A, growing our team and Octomizing the World’s ML/AI needs!

We are very excited to announce that six months after our seed funding we have closed a Series A funding round of $15…