Post
2097
The latest o1 model from OpenAI is still unable to answer 9.11 > 9.9 correctly π€
A possible explanation? Tokenization - and our latest work investigates how it affects a model's ability to do math!
In this blog post, we discuss:
π’ The different ways numbers are tokenized in modern LLMs
π§ͺ Our detailed approach in comparing these various methods
π₯ͺ How we got a free boost in arithmetic performance by adding a few lines of code to the base Llama 3 tokenizer
π and a definitive, best tokenization method for math in LLMs!
Check out our work here: huggingface/number-tokenization-blog
A possible explanation? Tokenization - and our latest work investigates how it affects a model's ability to do math!
In this blog post, we discuss:
π’ The different ways numbers are tokenized in modern LLMs
π§ͺ Our detailed approach in comparing these various methods
π₯ͺ How we got a free boost in arithmetic performance by adding a few lines of code to the base Llama 3 tokenizer
π and a definitive, best tokenization method for math in LLMs!
Check out our work here: huggingface/number-tokenization-blog