novelslam Chapter 78 The difference in intelligence is too obvious.
Chapter 78 The difference in intelligence is too obvious.
If Lu Ming had nothing to do and plenty of time, he wouldn't mind spending time with Yao Xuefang and her daughter Chen Yiyan in a flirtatious manner.
During the day, I am classmates with my daughter at school, and in the evening, I play ball with my mother.
I really don't have time!
It's already late November. The finals of the National Undergraduate Mathematics Competition will be held next April, and the preliminary and final rounds of the Qiu Mathematics Competition will be held from May to June.
September is the National Undergraduate Modeling Contest.
As long as he wins these matches, Lu Ming's direct betting will be no problem.
At such a crucial moment, who has the mood for ambiguity!
Besides, he has plenty of teammates to play with.
Fortunately, they were all students from Jiangsu University of Science and Technology, all of whom were quite busy. Chen Yiyan was also working hard to get a direct PhD.
After chatting with the young girl for a few minutes, Lu Ming hurriedly returned to the Institute of Intelligent Research to work in his mentor Lin Xiaowei's laboratory.
His current research work is still at a relatively low level; he is only responsible for inputting data and verifying results.
The model was mainly developed by the supervisor himself, and Yang Xuan, a doctoral student, couldn't help much.
The team is small and still in the early stages of development and struggle!
Because it was the weekend, neither of the two female graduate students were in the lab; only their advisors, Lin Xiaowei and Yang Xuan, were busy.
After Lu Ming arrived, Lin Xiaowei asked with concern, "Daming, how did you do in the preliminary round of the math competition?"
"It's pretty simple!"
Lu Ming put on his lab coat and took a thick stack of data to be verified from Yang Xuan.
Because his math skills improved rapidly, he has been assigned to work with Yang Xuan on review tasks recently.
Simply put, after the AI provides the calculation process and results, he is responsible for checking them to ensure that the AI's calculation process is free of logical and mathematical errors.
Because the AI in the lab was developed by Lin Xiaowei herself based on the open-source large model and according to the needs of industrial and research projects.
There are still quite a few problems.
Tomorrow we're going to Longtan Gorge for hot springs, so Lu Ming had to hurry and, following Yang Xuan's instructions, retrieve the model's calculation process line by line.
Review it line by line.
To put it simply, the research project that my supervisor, Lin Xiaowei, obtained from the Ministry of Industry and Information Technology involves redesigning the framework of mainstream open-source models around compression and distillation to create smaller, lightweight AI models that can be deployed in various peripheral areas of the industrial chain.
She wrote a paper based on the requirements of the Ministry of Industry and Information Technology, providing a basic exploration, and then each company independently developed a lightweight model that met the needs of the manufacturers based on the paper.
The problem lies in the compression.
After compression, the model's inference becomes very unstable, the analysis accuracy drops drastically, and there are many flaws in the loss function and gradient propagation.
In just two or three months, Lu Ming had thoroughly mastered the advanced mathematics courses at the graduate level, as well as several core mathematical subjects in ML/CV theory, especially functional analysis.
Therefore, he and his doctoral student Yang Xuan now review and check the model's calculation process together.
The two female graduate students were completely unhelpful; they could only input the data.
In the field of mathematics, the difference in intelligence is truly remarkable.
While preparing for the National Undergraduate Mathematics Contest, Lu Ming mastered advanced mathematics in two months. Huang Danni and Zhao Jiayin, two female graduate students, worked like crazy for a year last year, but they are still confused.
In Lu Ming's and mentor Lin Xiaowei's eyes, these were all very simple things, and they could be glanced at them. But Huang Danni and Zhao Jiayin just couldn't understand them!
Yang Xuan worked for three years and was still confused in many ways. When she saw Banach space, Hilbert space, and bounded linear operators, all she could see were circles!
Lu Ming is different!
There's absolutely no need for a tutor to give individual lessons; you can just flip through the Chinese version of the textbook and then the English version.
It'll pass by in a second!
In fact, Lu Ming basically learned mathematics by following the operational logic of the model. When he didn't understand something, he would look it up in the textbook.
If all else fails, contact Yang Xuan and your tutor Lin Xiaowei to ask what courses you need to catch up on.
He learned a little today and a little tomorrow, and after more than two months of persistence, he was already better than Yang Xuan, the female doctoral student.
This situation left Yang Xuan feeling somewhat hopeless, and she began to doubt whether she was suited to pursue a doctorate.
Because it's Saturday.
Lin Xiaowei was busy until after 5 p.m., then let everyone go early, saying, "We found too many problems today. I need to readjust things next week. Let's just have a weekend off. I'll treat you all to a big meal tomorrow."
She also knew that Yang Xuan had been a bit overwhelmed lately, and she needed to find a way to encourage her first doctoral student at Jiangsu University of Science and Technology.
We are severely understaffed!
"You guys eat together, I have plans tonight and tomorrow!" Lu Ming tidied up the list in his hand and prepared to leave.
"Daming, you've been in our group for over two months and haven't participated in any team-building activities, have you?" Yang Xuan suddenly remembered something important and secretly glanced at her mentor, Lin Xiaowei, offering a subtle reminder.
She suspected that Lu Ming was looking for someone else.
The main problem is that my supervisor, Lin Xiaowei, has ruined her research project. Unless we can find a few high-level doctoral students to participate in the modeling and make significant adjustments to the open-source model.
We've been uncovering more and more logical flaws lately!
This basically proves that I've been working for nothing all year!
Are they really going to run away?
Lin Xiaowei also felt a little insecure and hurriedly asked, "Daming, what do you usually do on weekends?"
"My daughter and several of her high school classmates come from single-parent families. My parents and I take turns taking care of the children, and the rest of us can take turns resting and going out to play together."
Lu Ming briefly introduced his private life.
I am indeed quite busy.
"Daming, aren't all those kids' parents very beautiful single mothers?" Yang Xuan understood a little. No wonder Lu Ming disappeared on weekends and evenings.
"well enough!"
Lu Ming stopped there.
After all, we'll be doing research and learning together for many years to come, so there's no need to hide things too much.
He has a few regular middle-aged mothers as his golf buddies, which isn't a big problem.
Nobody can find a partner!
"Da Ming, what are your plans for this week? Can I come along and freeload off the boss?"
Yang Xuan wanted to see the private lives of middle-aged men and women, and found it quite interesting!
Anyway, it's much more interesting than being in the lab.
"I'm going to a hot spring this week, I should be able to bring you guys along!" Lu Ming picked up his phone and sent a message to the mothers' group.
"Won't this interfere with your plans?" Lin Xiaowei wanted to join in the fun, but she was also worried that Lu Ming's private life might be quite messy.
He's so handsome!
"No." Lu Ming was mainly considering Cheng Yuhang and Gao He, as the two children would definitely follow in his footsteps in the future.
Gao He, in particular, is very well-suited for this major, and might even pursue a master's or doctoral degree under Lin Xiaowei's guidance.
After briefly explaining the situation in the mothers' group, Lu Ming had everything arranged. He then said to Lin Xiaowei, "It just so happens that President Mei is busy today, so only Gao He's mother and Yang Yunhao's mother will be attending the event. I'll also invite a few other high school classmates' mothers, and we'll all go to Longtan Gorge for a hot spring!"
He knows a lot of his classmates' mothers.
Chen Yiyan's mother, Hu Jinyu's mother, and Huang Jiaxuan's mother can all come and play together.
Anyway, with Lin Xiaowei and Yang Xuan present, there won't be any games to play these next two days.