Datasets:

hkust-nlp
/

llm-compression

Tasks:

Text Generation

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Sub-tasks:

language-modeling

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jxhe commited on Apr 16

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@@ -28,8 +28,8 @@ configs:
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-This is the dataset for the paper Compression Represents Intelligence Linearly.
-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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     - data/arxiv_math.jsonl
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+This is the compression corpora dataset used in the paper "Compression Represents Intelligence Linearly".
+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.
 ### Load the data