Solenya

Solenya

Solenya
Taste Zero-shot Discovery

Team

It's all about the recipe that makes a good dish.

Our Offices

We have blend of the finest ingredients to always hit the spot.

Careers

Don't see a position that fits? We're always looking for talented individuals to join our jar. Send your github to careers[at]solenya.ai and tell us how you can spice up our team!

Blogs

Find out more about what we're cooking up next.

A jar full of pickles

Architecture & Optimising: Determining Training Memory

| Nicholas Wilkinson | 14 min read

Understand the recipe and you'll know what comes next! We break down the memory requirements of transformer training and weigh in on some innovations born of these constraints.
A pickle on an adventure through the wilderness

Low-Level Performance Optimization in PyTorch on NVIDIA GPUs

| Marcus Gawronsky | 17 min read

Delve into the low-level details of Nvidia GPUs are their interaction with PyTorch execution.
A pickle holding a test tube

Tracking Model Experiments

| Marcus Gawronsky | 10 min read

Let's jump into the Experiment Tracking - a guiding light in large-scale model training.
A pickle teaching math

Vector Databases: A New Dimension in Data Storage

| Nicholas Wilkinson | 8 min read

Dive into the technology behind vector databases, one of the key innovations helping drive modern AI.
A jar of pickles surrounded by robot arms

The Impact of Zero-shot Recommendations

| Marcus Gawronsky | 5 min read

Find out how Zero-shot Discovery unifies the search and recommendations experience in e-Commerce, and the impact legacy algorithms have on user growth.
A jar of pickles surrounded by robot arms.

What is Zero-shot Discovery? Let's dive in.

| Marcus Gawronsky | 3 min read

What makes this wave different? Here are how economics and hardware are building innovation in AI and Machine Learning that will last.
Three jars of pickles with increasing fullness

The Five Technologies driving AI 3.0

| Marcus Gawronsky | 6 min read

What makes this wave different? Here are how economics and hardware are building innovation in AI and Machine Learning that will last.
A jar full of pickles

In a Pickle About AI? Let's Relish the Latest Developments!

| Marcus Gawronsky | 2 min read

Crunch time in AI research! Our tangy tour through the latest breakthroughs in PeFT, Upcycling and Zero-shot Learning will leave you feeling anything but sour.

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