LLM Finetuning : RunPod and Multi-GPU Practice
danielyouk
Packed with LLM Fine-Tuning Know-how, learned from Silicon Valley LLM Project Practitioners.
초급
LLM, RunPod, openAI API
Instead of long and boring theories, you can learn them one by one through short practical exercises, and as you flesh them out one by one, you will soon be able to experience the overall architecture composition.
Even if you don't know it in depth, if you follow along one by one, you will be able to understand and learn it one by one through practice.
In a Docker environment, you can learn the following: ▼
MySQL Installation
Replication Configuration (Master-Slave Configuration)
Configuring HA (High Availability) using Orchestrator
Proxy Layer Configuration Using ProxySQL
Configuring MySQL monitoring environment via Prometheus
Bulk deployment via Docker Compose
Configuring Scalability via Docker Swarm
Backup and Recovery
Tutorial on using MySQL for Docker environments,
Try implementing them one by one and learn them with your own hands.
How do I use MySQL in a Docker environment?
If you search on Google, you will find examples of running a container using the MySQL Docker Image and connecting to the DB.
Most of them.
Can I use it just by knowing that?
What are some special considerations that need to be taken into account in a Docker environment, unlike in a general environment?
Normally, when used in services, it is used in a Master-Slave configuration, but how should it be configured in a Docker environment?
I would like to have automatic failover so that the service can continue even in the event of a Master failure. How should I configure this?
How can we implement essential functions like backup, recovery, and monitoring?
I hope this lecture will help you address these concerns.
Rather than detailed theories, you can implement them one by one through short command unit practice.
Who is this course right for?
For those who want to know how to use MySQL in a Docker environment
Anyone who wants to learn about various open source use cases related to MySQL
For those who want to gain a lot of experience through practical training in a short period of time
Need to know before starting?
MySQL Basics
AWS EC2
553
Learners
47
Reviews
72
Answers
4.9
Rating
1
Course
LG CNS와 NBP(Naver Business Platform), 라이엇게임즈를 거쳐 현재는 현대자동차에서 근무하고 있는 경력 23년차 DBA 입니다.
Oracle과 Cubrid, MySQL, 데이터모델링 경력을 가지고 있습니다.
All
23 lectures ∙ (3hr 6min)
Course Materials:
All
47 reviews
4.9
47 reviews
Reviews 1
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Average Rating 5.0
5
You can learn the overall technologies required to operate MySQL DB in a Docker container environment, and you can understand the content well through hands-on practice with the instructor's friendly explanation. I would like to recommend this to those who are interested in database operation based on containers. I think it is a lecture that will be very helpful in practice.
Reviews 6
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Average Rating 5.0
5
I've only used AWS RDS. It was my first time building a server with Docker, and it was great. At first, it was inconvenient to do it manually, but later, the build-up lecture that led to automation was great. I'm so grateful that I can hear the knowledge I've accumulated over the years for just 30,000 won. I wish we had someone like this in our company.
Thank you for your kind review.
Reviews 1
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Average Rating 5.0
Reviews 6
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Average Rating 5.0
5
Thank you for creating a great lecture.
Thank you for taking the class.
Reviews 25
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Average Rating 4.6
5
Hmm.. This was a Docker lecture that fit my needs perfectly. I wonder if you have any plans for a sequel.
Thank you for taking the class. I haven't made any follow-up plans yet.
$26.40
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