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

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:
🔢 The different ways numbers are tokenized in modern LLMs
🧪 Our detailed approach in comparing these various methods
🥪 How we got a free boost in arithmetic performance by adding a few lines of code to the base Llama 3 tokenizer
👑 and a definitive, best tokenization method for math in LLMs!

Check out our work here: https://huggingface.co/spaces/huggingface/number-tokenization-blog
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thomwolf timmylai SamJoshua robbinhan victor linoyts
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prithivMLmods John6666 Felladrin
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