Jay Alammar - Context by Cohere

Building a Search-Based Discord Bot with Language Models

In the #grounded-qa-bot channel in the Cohere co:mmunity on Discord, there’s a bot that will answer your questions. Ask any question in the chat, add the question mark emoji, and the co_search bot will attempt to answer the question. This answer, however, is not simply a GPT

Running Large Language Models in Production: A look at The Inference Framework (TIF)

Language models keep growing in size. This is driven by the fact that model quality scales extremely well alongside model size. As a result, delivering these models to end users is becoming increasingly challenging. It’s a constant question of how to make serving these models faster and more cost-effective.

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Text Classification Intuition for Software Developers

Large language models are used to solve all kinds of language tasks. Text classification is one of the leading tasks these models are often deployed to solve. Let's look at two examples: Customer service and content moderation.

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Combing For Insight in 10,000 Hacker News Posts With Text Clustering

Hacker News is one of the leading online communities to discuss software and startup topics. I’ve frequented the site for over ten years and constantly admire the quality of its signal vs. noise ratio. It houses a wealth of knowledge and insightful discussions accumulated over the years. That invaluable