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How I Learned To Stop Worrying About Scaling Compute And Simply Trust The Bomb

2024-05-05 15:50 Microsoft recently elegantly encapsulated exactly what I have thought about the current AI race for a while. The only significant gains that have come in recent years have been from scaling up the com...

Understanding the Cost of LLM Inference: How Much Can Your Company Save?

2024-03-31 15:10 Large Language Models (LLMs) have revolutionized the field of natural language processing, enabling companies to develop innovative applications and improve customer experiences. However, the cost of ...

LLM Models As City Planners

2024-03-29 20:03 Introduction: The rapid advancement of Large Language Models (LLMs) has opened up new possibilities for their application in various domains. One intriguing area of exploration is the potential us...

Navigating the Landscape of Fuzzy String Matching: LLMs vs. Classical Algorithms

2024-03-29 12:14 Introduction Fuzzy string matching is a pervasive challenge in data-driven applications, from data integration and record linkage to natural language processing and information retrieval. At its cor...

Earthworm J.I.M. Using LLM Models As Emulators

2024-03-16 02:03 I used an LLM model to emulate an earthworm! I will provide the full code in a Colab Notebook at the end of this article. I began with a simple premise, old school video game emulation. This process i...

AI Data Poison Taster: A Framework for Mitigating Data Poisoning Attacks on Foundation Models

2024-03-15 16:41 As large-scale foundation models become increasingly prevalent in AI systems, the risk of data poisoning attacks grows. These attacks aim to manipulate the model's behavior by introducing carefully cr...

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