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  - data/arxiv_math.jsonl
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- This is the dataset for the paper Compression Represents Intelligence Linearly.
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- We find that LLMs’ intelligence – reflected by benchmark scores – almost **linearly** correlates with their ability to compress external text corpora. We measure intelligence along three key abilities: knowledge and commonsense, coding, and mathematical reasoning, and provide corresponding datasets here respectively named cc, python, and arxiv_math.
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  ### Load the data
 
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  - data/arxiv_math.jsonl
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+ This is the compression corpora dataset used in the paper "Compression Represents Intelligence Linearly".
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+ We find that LLMs’ intelligence – reflected by benchmark scores – almost **linearly** correlates with their ability to compress external text corpora. We measure intelligence along three key abilities: knowledge and commonsense, coding, and mathematical reasoning, and provide the corresponding compression corpora here respectively named cc, python, and arxiv_math.
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  ### Load the data