LLM finetuning techniques, SFT, LoRA, etc.
Learning Engineer Interview Questions
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A typical DP problem and follow-up, "doing it with a different approach."
Coding: Minimum Removal to Make Parenthesis Valid ML: How to predict the ticket price of a concert
Which segmentation algorithms do I know, and which recent technique could be used to identify the splashes in welding.
No question, just online assessment.
Use 10 minutes to introduce one of my favorite papers.
Q: Introduce yourself and your background Q: Tell me more about your machine learning experience Q: The tree construction problem described above
The BytePlus platform has n servers, where the data stored on the ith server is represented by the array memory. To manage the server efficiently you can perform the following operation any (possibly zero) number of times: • Choose an index idx, such that 1 ≤ idx s n/2. • Swap the data of the pair of servers that are equidistant from the beginning and the ending of the array memory and have a distance less than or equal to idx. The total working efficiency of the servers is calculated as the sum of the product of the data present in each server with the index of that server. Given an integer n, and an array emory, find the maximum possible total working efficiency that we can get, since the total working efficiency can be very large print it modulo 109+7.
They asked about key ML architectures like resnets/transformers
Hard coding problem where height of dam was given and height of river bed was given (increasing order), and we have to decide where to put the dam so that the capacity of water stored is maximized.
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