Blog

SOL-BRN-018 In Stock · 8 min read

A pickle's journey through product discovery

Users and Items: Rethinking E-Commerce User Modeling

★★★★★ (937)

FREE $36.99

While CLIP revolutionized product representation, user modeling has been an afterthought. We explore why treating users and items symmetrically fails to capture the temporal, uncertain, and compositional nature of shopping intent—and what's needed to bridge this gap.

SOL-BRN-017 In Stock · 6 min read

Composed Item Retrieval: A Whole New World

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FREE $36.99

Explore how Composed Item Retrieval is going to change e-commerce by allowing shoppers to modify product searches with natural language, creating a more intuitive and powerful discovery experience.

SOL-BRN-016 In Stock · 5 min read

It's All Multimodality

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FREE $29.99

Time to let the flavours blend together... For too long, e-commerce discovery has been a messy kitchen of separate tools for text, images, and recommendations. We trace the recipe from plain-toast keywords to today's complex dishes, and show why the future is a unified kitchen that can serve up truly novel shopping experiences.

SOL-BRN-015 In Stock · 6 min read

E-Commerce is Inherently Multimodal

★★★★★ (417)

FREE $56.99

Don't trust the headlines, CLIP is not multimodal! In this blog posts, we explore the multimodal nature of e-commerce and how it can be leveraged for better user experiences.

SOL-BRN-014 In Stock · 4 min read

Sizing Zero-shot Recommendations

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In this blog post, we explore the cold start problem in e-commerce recommendations, quantifying missed opportunities with traditional systems and showcasing the potential of zero-shot recommendation approaches.

SOL-BRN-013 In Stock · 6 min read

Smarter Sorting, More Sales: Evaluating the Impact of Fixed Sorts

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FREE $67.99

The way you sort products has a direct impact on your bottom line. This blog dives into a simulation that shows how a more dynamic approach can prevent premature stock-outs and ultimately drive higher cumulative sales.

Spicy Artisanal

SOL-BRN-012 In Stock · 6 min read

Models are Markup, Tokens are Features...

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We explore the interplay of token architecture on product design, and model development. We discuss how tokens can be used to create a more capable, flexible and adaptable AI systems.

Artisanal Multimodal

SOL-BRN-011 In Stock · 6 min read

The Latest Squeeze on Training Bottlenecks...

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We unravel the latest squeeze on training bottlenecks, exploring the impact of data quality and pipeline monitoring on training performance.

SOL-BRN-010 In Stock · 14 min read

GPU Poor, GPU Rich: Training at Scale

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FREE $14.99

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.

Chunky Organic AI

SOL-BRN-009 In Stock · 14 min read

Architecture & Optimising: Determining Training Memory

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FREE $18.99

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.

SOL-BRN-008 In Stock · 14 min read

A pickle on an adventure through the wilderness

Low-Level Performance Optimization in PyTorch on NVIDIA GPUs

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FREE $20.99

Delve into the low-level details of Nvidia GPUs are their interaction with PyTorch execution.

SOL-BRN-007 In Stock · 17 min read

Tracking Model Experiments

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FREE $11.99

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

SOL-BRN-006 In Stock · 10 min read

Vector Databases: A New Dimension in Data Storage

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FREE $21.99

Dive into the technology behind vector databases, one of the key innovations helping drive modern AI.

Extra Dill Fermented

SOL-BRN-005 In Stock · 8 min read

A jar of pickles surrounded by robot arms

The Impact of Zero-shot Recommendations

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FREE $98.99

Find out how Zero-shot Discovery unifies the search and recommendations experience in e-Commerce, and the impact legacy algorithms have on user growth.

SOL-BRN-004 In Stock · 5 min read

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

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FREE $19.99

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

Multimodal Spicy

SOL-BRN-003 In Stock · 3 min read

Three jars of pickles with increasing fullness

The Five Technologies driving AI 3.0

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FREE $26.99

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

SOL-BRN-002 In Stock · 6 min read

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

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FREE $72.99

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.