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!
DevOps Engineer
Cape Town, South Africa
Be the brine that keeps Solenya's AI systems crisp. Architect scalable environments, maintain CI/CD pipelines, and optimize our AI model deployments.
Front-end Engineer
Cape Town, South Africa
Craft web experiences that are as delightful as they are functional. Build atomic design systems, optimize performance, and create highly usable and discoverable interfaces.
Machine Learning Engineer
Cape Town, South Africa
Engineer solutions that are the perfect blend of sour and sweet. You'll be fermenting ideas into robust AI systems that pack a real punch!
Machine Learning Researcher
Cape Town, South Africa
Dive deep into the brine of AI algorithms. You'll be pickling your brain with cutting-edge research and crunching through data faster than you can say 'dill-icious'!
Blogs
Find out more about what we're cooking up next.
GPU Poor, GPU Rich: Training at Scale
| Preston Govender | 14 min read
We go down the rabbit-hole, exploring the recipes that train transformers at scale. These provide insight into network communication, GPU utilization, and the challenges of common transformer ops.
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.
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.
Tracking Model Experiments
| Marcus Gawronsky | 10 min read
Let's jump into the Experiment Tracking - a guiding light in large-scale model training.
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.
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.
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.
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.
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.