inovation by using existing technique
Table of Contents
It is hard and valuable work to develop a solution with an existing technique.
It is challenging and rewarding at least in 3 senses:
- technique, especially mathematical ones, require meaningful real-world applications
- integrating with real-world data/scenarios and existing systems.
- using a new technique to improve an old system -> examples
Reports of those attempts would be very helpful later for people who want to use this technique for their solutions.
In a way, they bridge from proof to tutorial.
1. example
For example, grouped-query attention is a new technique, LLAMA2 used it to improve inference scalability for the larger model, it is a progress, and it indeed need hard work and effort to be put to make it work, collaboration to make it an integral part of the highly complex model.
Backlinks
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(Academically speaking)
- artificial general intelligence
- artificial child
- kernel learning
- thesis
- discussion
- research workflow
- 2 kinds of academic work
- inovation by using existing technique
- autonomous mobile robotics
- discipline
- customizing reasoning
- reasoning depend on motivation
- motivational reasoning
- biological process is computation process
- perception being solution
- research on new knowledge
- preview before lecture
- knowledge representation
- start state