Adam-mini: Use Fewer Learning Rates To Gain More
Summary
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What problem does the paper attempt to solve? Is this a new problem?
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What scientific hypothesis does this paper seek to validate?
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What new ideas, methods, or models does the paper propose? What are the characteristics and advantages compared to previous methods?
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Do any related researches exist? Who are the noteworthy researchers on this topic in this field?What is the key to the solution mentioned in the paper?
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How were the experiments in the paper designed?
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What is the dataset used for quantitative evaluation? Is the code open source?
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Do the experiments and results in the paper provide good support for the scientific hypotheses that need to be verified? Please analyze.
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What are the contributions of this paper?
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What work can be continued in depth?
Work that can be continued in depth typically involves projects or tasks that require further analysis, research, or development. This could include:
- Research projects that require more data collection, analysis, and interpretation.
- Complex problem-solving tasks that need further exploration and experimentation.
- Creative projects that can be expanded upon with more ideas and iterations.
- Skill development activities that require continuous practice and improvement.
- Long-term goals that need consistent effort and dedication to achieve.
If you have a specific area of work in mind, feel free to provide more details so I can give you a more tailored response.