Learn how we use ai to completely automate the process of categorizing products to the Amazon Product Taxonomy
February 7, 2025
Come aboard the large language model revolution with our deep dive on AI21 vs. GPT-3 for business use cases like ad copy generation and math proof generation.
August 15, 2023
A technical guide to using BERT for extractive summarization on lectures that outperforms other NLP models
Discover how prompt based LLMs like GPT-3 & GPT-4 are transforming news summarization with its zero-shot capabilities and adaptability to specialized tasks like keyword-based summarization. Learn about the limitations of current evaluation metrics and the potential future directions in text summarization research.
August 21, 2023
Discover the PEZ method for learning hard prompts through optimization, a powerful technique that enhances generative models for image generation and language tasks, improves transferability, and enables few-shot learning
Take a look at how Width.ai built 17 generative ai pipelines for use in the Keap.com marketing copy generation product
A deep look at how recurrent feature reasoning outperforms other image inpainting methods for difficult use cases and popular datasets.
March 5, 2023
See a comparison of GPT-3 vs. GPT-J, a self-hosted, customizable, open-source transformer-based large language model you can use for your business workflows.
Discover how transformer networks are revolutionizing image and video segmentation, and get insights on modern semantic segmentation vs. instance segmentation.
February 13, 2023
Discover how the state-of-the-art mask-aware transformer produces visually stunning and semantically meaningful images and how it stacks up against Stable Diffusion & DALL-E for large-hole inpainting
February 7, 2023
Unlock the full potential of spaCy with this guide to building production-grade text classification pipelines for business data.
January 29, 2023
