쿠웅's Parallel Programming

He's gesturing with his hand.

He's speaking into a microphone.

He's picking up a piece of paper.

He's addressing the audience.

address 연설하다

audience 청중

Where do we store the copy toner?

It comes in several colors.

At Office Mart down the street.

In the supply closet.

I wanted to get in touch with you. 

get in touch with ~와 연락을 취하다

He asked if we would refund the remainder of the week.

remainder 나머지

But he made a nonrefundable reservation.

nonrefundable 환불이 불가한, 환불되지 않는

general manager 총지배인

authorize 허가하다, 권한을 부여하다

make an exception 예외를 두다

Please let me know if you think we should make an exception.

secure 확보하다, 획득하다; 안전한

secure other accommodations 다른 숙소를 확보한다

resouce 자원 수단

occupation 직업, 일

personnel 직원들, 인원

engagement 약속, 업무

Techinal support personnel are available 24 hours a day to assist you if you have a problem with your computer or other equipment. 

reference material 참고 도서

reading public 독자층, 독서계

more quietly(o)

more quieter(x)

walk-in 대형의, 걸어 들어갈수있을정도로 큰, 예약이 안된

perishable 잘 상하는

The electronic code on the safe is reset after each use and must be reprogmmed every time the door is opened.

출처: 퍼플렉시티

Citations:

1. https://www.reddit.com/r/LocalLLaMA/comments/19f9z64/running_a_local_model_with_8gb_vram_is_it_even/
2. https://www.linkedin.com/posts/anima-anandkumar_paper-page-galore-memory-efficient-llm-activity-7171555545848504320-WQAm
3. https://huggingface.co/docs/transformers/en/perf_train_gpu_one
4. https://huggingface.co/docs/transformers/main/llm_tutorial_optimization
5. https://www.nitorinfotech.com/blog/training-large-language-models-llms-techniques-and-best-practices/
6. https://github.com/InternLM/Awesome-LLM-Training-System/blob/main/Memory_Optimizations.md
7. https://stackoverflow.com/questions/77531993/run-llm-on-single-gpu-with-8gb-ram
8. https://openreview.net/forum?id=NIzbVvB3Ox
9. https://deepsense.ai/blog/how-to-train-a-large-language-model-using-limited-hardware/
10. https://milvus.io/ai-quick-reference/what-innovations-are-improving-llm-efficiency
11. https://www.computer.org/publications/tech-news/trends/training-techniques-large-language-models/
12. https://www.kisacoresearch.com/content/memory-optimizations-large-language-models-training-inference
13. https://magazine.sebastianraschka.com/p/practical-tips-for-finetuning-llms
14. https://www.hyperstack.cloud/technical-resources/tutorials/llm-inference-techniques-to-reduce-latency-and-boost-performance
15. https://openreview.net/forum?id=s7DkcgpRxL
16. https://www.youtube.com/watch?v=mbmaEDL2wms
17. https://openreview.net/forum?id=e0bTcdF29g
18. https://milvus.io/ai-quick-reference/how-are-llms-optimized-for-memory-usage
19. https://www.linkedin.com/pulse/mastering-llm-inference-cost-efficiency-performance-victor-qfs6e
20. https://discuss.huggingface.co/t/llama-7b-gpu-memory-requirement/34323
21. https://openreview.net/forum?id=rWzECppYr4

Perplexity로부터의 답변: pplx.ai/share

The buildings overlook the water (내려다보다)

Some boats are under the bridge. 

Children are playing on the dock.

Boxes are being transported up the river.

You've received my wedding invitation, haven't you?

Have you seen our new ClearView TV? It's the best we've ever produced. 

Yes, I'm in charge of the marketing campaign for it. 

That must be easy. The TV will practically sell itself.

You'd think so, but some consumers in our focus groups don't like it.

Really? That's hard to believe

It's true. They complained that it's out of their price range.

That makes things more difficul. What will you do?

We'll release a less advanced model that's more affordable. That way we can market the model to customers who are on a budget.

That sounds like a great plan.

practically 사실상, 현실적으로

focus group 포커스그룹(상품 시장이나 여론 조사를 위해 뽑힌 소수의 샘플 그룹)

affordable (가격이)알맞은, 입수 가능한

on a budget 한정된 예산으로  

Ellen's probationary status was extended by ____ month after it was discovered that she had no actual experience in accounting procedures. 

another (가산 단수명사)

other (복수 가산 명사 또는 불가산 명사) 

probationary 수습기간의 , 견습 시간의 

status 자격, 신분 

incidence 발생, 출현

assistance 조력, 원조

adherence 고수, 집착

correspondence 서신, 편지 

monetary 금전적인, 재정상의

renowed 유명한, 명성있는 

mainland 본토

take in at a glance 한눈에 알아보다

many of them to the effect that the information is difficult to take in at a glance 

expansive 탁 트인, 광활한

on occasion 가끔 

permanently 영구적으로 

faultiness 결함

at once 한꺼번에 

accumulate 모으다, 축적하다