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ml:scaling_laws

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ml:scaling_laws [2025/05/01 04:00] – [Papers] jmflanigml:scaling_laws [2025/06/01 23:09] (current) – [Related Pages] jmflanig
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 ==== Emergent Abilities ==== ==== Emergent Abilities ====
 +See also [[nlp:Language Model#Origin of Capabilities|Language Model - Origin of Capabilities]].
 +
   * GPT-3: [[https://arxiv.org/pdf/2005.14165.pdf|Brown et al 2021 - Language Models are Few-Shot Learners]] GPT-3 showed emergent abilities.  See for example Fig 3.10.   * GPT-3: [[https://arxiv.org/pdf/2005.14165.pdf|Brown et al 2021 - Language Models are Few-Shot Learners]] GPT-3 showed emergent abilities.  See for example Fig 3.10.
   * [[https://arxiv.org/pdf/2206.07682|Wei et al 2022 - Emergent Abilities of Large Language Models]]   * [[https://arxiv.org/pdf/2206.07682|Wei et al 2022 - Emergent Abilities of Large Language Models]]
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   * [[Hyperparameter Tuning]]   * [[Hyperparameter Tuning]]
   * [[nlp:Language Model]]   * [[nlp:Language Model]]
 +  * [[nlp:Language Model#Origin of Capabilities|Language Model - Origin of Capabilities]]
   * [[nlp:pretraining#Pretraining Methodology]]   * [[nlp:pretraining#Pretraining Methodology]]
ml/scaling_laws.1746072049.txt.gz · Last modified: 2025/05/01 04:00 by jmflanig
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