What Should My Training Set Be?
Q
What should be the training set of your meat computer? How to pick your training set?
A
It is a crazy concept that data scientists spent countless time filtering out garbages on the internet for LLMs, but we constantly put useless things inside of it. I believe that we need to have a correct training set distribution.
(Studying) This should be 65% of my training set. (10 hours)
- Mathematics: Calculus, Linear Algebra, Differential Equations
- Physics: Electromagnetism, Quantum Mechanics
- Chemistry: Organic and Physical Chemistry
- Biology: Systems Biology
- EECS: Data Structures, Algorithms, Circuit Design
- Mechanical Engineering: Dynamics, Materials Science
- Brain and Cognitive Sciences: Cognitive Psychology
- Aeronautics: Flight Dynamics, Propulsion
- Nuclear Engineering: Reactor Physics
- Systems Engineering: Systems Optimization
- Game Theory: Nash Equilibria
- Philosophy: Logic, Ethics
20% of Training Set: Surviving (3 hours)
- Focus: Enhancing mental and physical well-being to maintain productivity and resilience.
- Meditation: Guided or unguided meditation, breathing exercises.
- Diary: Journaling to reflect on daily learning, emotions, and challenges.
- Exercise: Physical fitness to support stamina and cognitive function (e.g., yoga, jogging, stretching).
- Meal Preparation and Nutrition: Eating balanced meals that fuel your energy.
10% of my training set should be to help me get along with people (1.5 hour)
- Focus: Building interpersonal skills and relationships.
- Conversations: Practicing active listening and engaging discussions.
- Networking: Attending events, connecting with mentors, or collaborating with peers.
- Empathy Training: Understanding perspectives, practicing kindness.
- Group Activities: Joining clubs, study groups, or online communities.
5% of my training set is what fun is. (45 mins)
- Focus: Relaxation and joy to balance intensive work.
- Recreational Activities: Playing games, watching a show, or reading fiction.
- Creative Hobbies: Drawing, music, or crafting.
- Physical Recreation: Dancing, sports, or exploring the outdoors.
- Mindful Rest: Simply relaxing or daydreaming.