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Pretraining Synthetic Data Generation
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Pretraining Synthetic Data Generation

Creator
Creator
Seonglae Cho
Created
Created
2025 Mar 6 16:44
Editor
Editor
Seonglae Cho
Edited
Edited
2025 Mar 19 13:34
Refs
Refs
Model Collapse
 
 
 
 
 
 

Only Portion of pretraining

How to avoid collapese: ToEdit (token level edit)
arxiv.org
https://arxiv.org/pdf/2412.14689
Phi
Cosmopedia for
SmolAgents
LM useful to
On-device AI
small llm
Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models
https://huggingface.co/blog/cosmopedia
Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models
 
 
 
 

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Pretraining Synthetic Data Generation
Copyright Seonglae Cho