The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI

There's a fun anecdote from Accenture (apparently via leaked meeting audio recordings) in this 404 Media piece from June 24th: “We’re seeing from some of the data internally at least …

What is Tokenization Drift and How to Fix It? - MarkTechPost

Analyzing Tokenization Drift: Using Token Overlap Metrics to Identify Out-of-Distribution Risks and Optimizing Prompts

Tokenization And How Is It Changing Traditional Markets - Dataconomy

The technology of tokenization of real assets is a component of the general digitalization of financial processes in the economy.

A Step-by-Step Guide to Setting Up a Custom BPE Tokenizer with Tiktoken for Advanced NLP Applications in Python

Unlocking the Best Tokenization Strategies: How Greedy Inference and SaGe L

The inference method is crucial for NLP models in subword tokenization. Methods like BPE, WordPiece, and UnigramLM offer distinct mappings, but their performance differences must be better understood. Implementations like Huggingface Tokenizers often need to be clearer or limit…