Recent Updates on ScalingOpt | Your Stars are Appreciated
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Recent Updates on ScalingOpt | Your Stars are Appreciated
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We are pleased to announce several key updates to the ScalingOpt project:
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We are pleased to announce several key updates to the ScalingOpt project:
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Pyramid Visualization Structure
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Pyramid Visualization Structure
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Following a suggestion from Yufei, we have introduced a pyramid-based visualization framework to systematically outline the layered architecture of Foundation Models—from foundational principles to infrastructure-level details. This addition is designed to assist teams in organizing and presenting related materials more clearly.
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Following a suggestion from Yufei, we have introduced a pyramid-based visualization framework to systematically outline the layered architecture of Foundation Models—from foundational principles to infrastructure-level details. This addition is designed to assist teams in organizing and presenting related materials more clearly.
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Integration of Optimizer Summaries by Yifeng
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Integration of Optimizer Summaries by Yifeng
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We extend a warm welcome to Yifeng (author of MARS), who has joined the project. He has contributed a comprehensive summary of over 100 optimizers, now available in ScalingOpt. This resource can be accessed via the “Optimization Summary Sheet” on the homepage or under the Optimizers page, featuring a reader-friendly interface that supports easy viewing, downloading, and citation.
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We extend a warm welcome to Yifeng (author of MARS), who has joined the project. He has contributed a comprehensive summary of over 100 optimizers, now available in ScalingOpt. This resource can be accessed via the “Optimization Summary Sheet” on the homepage or under the Optimizers page, featuring a reader-friendly interface that supports easy viewing, downloading, and citation.
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Growing Community of Members
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Growing Community of Members
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We continue to update and expand the list of active members. Researchers interested in Optimization & Efficient AI are encouraged to join and participate in discussions. Feedback and suggestions are also highly welcomed and will be reviewed and incorporated on an ongoing basis.
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We continue to update and expand the list of active members. Researchers interested in Optimization & Efficient AI are encouraged to join and participate in discussions. Feedback and suggestions are also highly welcomed and will be reviewed and incorporated on an ongoing basis.
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Tutorials in Progress
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Tutorials in Progress
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The tutorial development is actively underway. Currently, we have prepared over 300 slides and are refining and expanding the content in collaboration with contributors.
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The tutorial development is actively underway. Currently, we have prepared over 300 slides and are refining and expanding the content in collaboration with contributors.
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This community is driven purely by passion and a commitment to open knowledge sharing. Your support through starring the repository is greatly appreciated! 
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This community is driven purely by passion and a commitment to open knowledge sharing. Your support through starring the repository is greatly appreciated! 
Recent Updates on ScalingOpt | Your Stars are Appreciated

We are pleased to announce several key updates to the ScalingOpt project:

Pyramid Visualization Structure
Following a suggestion from Yufei, we have introduced a pyramid-based visualization framework to systematically outline the layered architecture of Foundation Models—from foundational principles to infrastructure-level details. This addition is designed to assist teams in organizing and presenting related materials more clearly.

Integration of Optimizer Summaries by Yifeng
We extend a warm welcome to Yifeng (author of MARS), who has joined the project. He has contributed a comprehensive summary of over 100 optimizers, now available in ScalingOpt. This resource can be accessed via the “Optimization Summary Sheet” on the homepage or under the Optimizers page, featuring a reader-friendly interface that supports easy viewing, downloading, and citation.

Growing Community of Members
We continue to update and expand the list of active members. Researchers interested in Optimization & Efficient AI are encouraged to join and participate in discussions. Feedback and suggestions are also highly welcomed and will be reviewed and incorporated on an ongoing basis.

Tutorials in Progress
The tutorial development is actively underway. Currently, we have prepared over 300 slides and are refining and expanding the content in collaboration with contributors.

This community is driven purely by passion and a commitment to open knowledge sharing. Your support through starring the repository is greatly appreciated! 
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