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Sam Joshua
SamJoshua
AI & ML interests
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Recent Activity
Reacted to
garrethlee's
post
with 🔥
12 days ago
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
Organizations
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spaces
1
models
9
SamJoshua/bert-finetuned-sem_eval-english
Text Classification
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Updated
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5
SamJoshua/EsperBERTo
Fill-Mask
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Updated
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3
SamJoshua/phi-1_5-finetuned-gsm8k
Text Generation
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Updated
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13
SamJoshua/llama-7b-dolly
Text Generation
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Updated
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14
SamJoshua/llama2-qlora-orca
Updated
SamJoshua/llama2-qlora-french
Updated
SamJoshua/gpt-neo-125M
Updated
SamJoshua/ppo-Huggy
Reinforcement Learning
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Updated
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11
SamJoshua/MoonLanding
Reinforcement Learning
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Updated
datasets
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