Jin_cse's profile picture. ์ปด๊ณต ํ•™๋ถ€ 2ํ•™๋…„ || ๊ด€์‹ฌ๋ถ„์•ผ: ML/AI/Data Science/CyberSecurity/Statistics/IT || ์–ธ์–ด: C++, Java, MATLAB || Codeacademy ์ˆ˜๊ฐ• ์ค‘

Jin ์ง„ ๐Ÿ’ป

@Jin_cse

์ปด๊ณต ํ•™๋ถ€ 2ํ•™๋…„ || ๊ด€์‹ฌ๋ถ„์•ผ: ML/AI/Data Science/CyberSecurity/Statistics/IT || ์–ธ์–ด: C++, Java, MATLAB || Codeacademy ์ˆ˜๊ฐ• ์ค‘

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#๊ฐœ๋ฐœ์žํŠธ์นœ์†Œ #๊ฐœ๋ฐœ์ž_ํŠธ์นœ์†Œ ๋ฏธ๊ตญ์— ๊ฑฐ์ฃผ์ค‘์ธ ์ปด๊ณต ํ•™๋ถ€ 2ํ•™๋…„์ž…๋‹ˆ๋‹ค! 2ํ•™๋…„์ž„์— ๋น„ํ•ด ์ „๊ณต์ง€์‹๋„ ๊ฒฝํ—˜๋„ ๋ถ€์กฑํ•˜๊ณ  ์ธํ„ด์‰ฝ ์ง€์›์ด๋ผ๋„ ํ•˜๋ ค๋ฉด ์•„์ง๋„ ๋ฐฐ์šธ๊ฒŒ ๋„ˆ๋ฌด ๋งŽ๋‹ค๊ณ  ๋А๊ปด์ ธ์„œ ๊ณต๋ถ€๋„ ํ•จ๊ป˜ํ•˜๊ณ  ๋ฐฐ์šฐ๊ธฐ๋„ ํ•˜๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค. ML/AI, Data, NLP, web ์™ธ ๋“ฑ๋“ฑ ๊ด€์‹ฌ ๊ฐ€์ง€๊ณ  ์žˆ์–ด์š”! ์ž˜ ๋ถ€ํƒ๋“œ๋ ค์š” :)


๊ณ„์ • ์ด๋™ ํ•ฉ๋‹ˆ๋‹ค! @jin_cpe ๋กœ ํŒ”๋กœ์šฐ ์ฃผ์‹œ๋ฉด ๊ฐ์‚ฌํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค :)


Jin ์ง„ ๐Ÿ’ป reposted

"์ธ์ƒ์—์„œ ๊ฐ€์žฅ ์ค‘์š”ํ•œ 8๊ฐ€์ง€ ๊ตํ›ˆ" (8 biggest life lessons) 1. ๊ธฐ๋ถ„์„ ๋” ์ข‹๊ฒŒ ๋งŒ๋“œ๋ ค๋ฉด โ†’ ์šด๋™ํ•˜์„ธ์š” 2. ๋จธ๋ฆฌ ์†์„ ์ •๋ฆฌํ•˜๋ ค๋ฉด โ†’ ๋ช…์ƒํ•˜์„ธ์š” 3. ์„ธ์ƒ์„ ๋” ์ž˜ ์ดํ•ดํ•˜๋ ค๋ฉด โ†’ ์ฑ… ์ฝ์œผ์„ธ์š” 4. ์ž์‹ ์„ ์ดํ•ดํ•˜๋ ค๋ฉด โ†’ ๊ธ€์„ ์“ฐ์„ธ์š” 5. ๋” ๋นจ๋ฆฌ ๋ฐฐ์šฐ๋ ค๋ฉด โ†’ ์žฌ๋ฐŒ๊ฒŒ ํ•˜์„ธ์š” 6. ๋” ๋นจ๋ฆฌโ€ฆ

PacersKorea's tweet image. "์ธ์ƒ์—์„œ ๊ฐ€์žฅ ์ค‘์š”ํ•œ 8๊ฐ€์ง€ ๊ตํ›ˆ"
 (8 biggest life lessons)

1. ๊ธฐ๋ถ„์„ ๋” ์ข‹๊ฒŒ ๋งŒ๋“œ๋ ค๋ฉด โ†’ ์šด๋™ํ•˜์„ธ์š”

2. ๋จธ๋ฆฌ ์†์„ ์ •๋ฆฌํ•˜๋ ค๋ฉด โ†’ ๋ช…์ƒํ•˜์„ธ์š”

3. ์„ธ์ƒ์„ ๋” ์ž˜ ์ดํ•ดํ•˜๋ ค๋ฉด โ†’ ์ฑ… ์ฝ์œผ์„ธ์š”

4. ์ž์‹ ์„ ์ดํ•ดํ•˜๋ ค๋ฉด โ†’ ๊ธ€์„ ์“ฐ์„ธ์š”

5. ๋” ๋นจ๋ฆฌ ๋ฐฐ์šฐ๋ ค๋ฉด โ†’ ์žฌ๋ฐŒ๊ฒŒ ํ•˜์„ธ์š”

6. ๋” ๋นจ๋ฆฌโ€ฆ

Jin ์ง„ ๐Ÿ’ป reposted

๋‚ด ์ฃผ๋ณ€ ์ผ์ž˜ํ•˜๋Š” ์‹œ๋‹ˆ์–ด ๊ฐœ๋ฐœ์ž๋“ค์ด ์ž˜ํ•˜๋Š” ๊ฒƒ: "๋ณต์žกํ•œ ๊ธฐ์ˆ  ๋ฌธ์ œ๊ฐ€ ์ฃผ์–ด์คฌ์„๋•Œ, ๋ฌธ์ œ๋ฅผ ์—ฌ๋Ÿฌ ์„œ๋ธŒ-๋ฌธ์ œ๋กœ ๋‚˜๋ˆˆ ๋’ค, ์–ด๋–ค ๋ฌธ์ œ๋Š” ์ง€๊ธˆ ๋‹น์žฅ ์†”๋ฃจ์…˜์ด ํ•„์š”ํ•œ์ง€, ์–ด๋–ค ๋ฌธ์ œ๋Š” ๋‚˜์ค‘์— ํ’€์–ด๋„ ๋˜๋Š”์ง€ ๋ถ„๋ฅ˜ํ•˜๊ธฐ." ๊ฒฐ๊ตญ ๋ฌธ์ œ์˜ ํ•ต์‹ฌ์„ ์บ์น˜ํ•ด๋‚ผ ์ˆ˜ ์žˆ๋Š”๊ฑด๋ฐ, ์•„์ง๋„ ์ด๋Ÿฌํ•œ ๋Šฅ๋ ฅ์€ ์–ด๋–ป๊ฒŒ ํ‚ค์šธ ์ˆ˜ ์žˆ๋Š”โ€ฆ


Jin ์ง„ ๐Ÿ’ป reposted

ํ…์ŠคํŠธ ํ•˜๋‚˜๋งŒ ์••์ถ•ํ•œ๊ฑฐ๋ž‘ ๋‘ ํ…์ŠคํŠธ๋ฅผ ํ•ฉ์ณ ์••์ถ•ํ•œ๊ฑฐ๋ž‘ ํฌ๊ธฐ๊ฐ€ ๋น„์Šทํ•˜๋ฉด, ๋‘ ํ…์ŠคํŠธ๊ฐ€ ๋น„์Šทํ•˜๋‹ค๋Š” ๋œป. ์ด ๋ฐฉ์‹์œผ๋กœ ํ…์ŠคํŠธ ์œ ์‚ฌ๋„๋ฅผ ๊ณ„์‚ฐํ•˜์—ฌ kNN์„ ํ–ˆ๋”๋‹ˆ BERT๋ณด๋‹ค ๊ฒฐ๊ณผ๊ฐ€ ์ข‹์•˜๋‹ค๊ณ  ํ•จ ใ„ทใ„ทใ„ท ์˜ˆ์ „์— 'ํ•™์Šต์ด๋ž€(์ง€๋Šฅ์ด๋ž€?์ด์—ˆ๋‚˜?) ์ข‹์€ ์••์ถ• ์•Œ๊ณ ๋ฆฌ์ฆ˜์ด๋‹ค'๋ผ๋Š” ๊ธ€์„ ์ฝ์—ˆ๋˜ ๊ฒŒ ์ƒ๊ฐ๋‚˜๋„ค์š”๐Ÿค”

this is wild โ€” kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification intuition: 2 texts similar if cat-ing one to the other barely increases gzip size no training, no tuning, no params โ€” this is the entire algorithm:

goodside's tweet image. this is wild โ€” kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification

intuition: 2 texts similar if cat-ing one to the other barely increases gzip size

no training, no tuning, no params โ€” this is the entire algorithm:


Jin ์ง„ ๐Ÿ’ป reposted

์ด๋ฒˆ์— ์•Œ๊ฒŒ ๋œ ๊ฑด๋ฐ ์ธ์Šคํƒ€๊ทธ๋žจ์ด๋ž‘ ์Šค๋ ˆ๋“œ ๋‘˜ ๋‹ค ๋ฐฑ์—”๋“œ๋ฅผ ํŒŒ์ด์ฌ์œผ๋กœ ๋งŒ๋“ค๊ณ  Cinder JIT ์ปดํŒŒ์ผ๋Ÿฌ๋ฅผ ์ ๊ทน ํ™œ์šฉํ•ด์„œ ์„ฑ๋Šฅ์ ์ธ ๋ถ€๋ถ„์„ ๋งŽ์ด ๊ฐœ์„ ํ•œ ๋ฒ„์ „์ธ๊ฐ€๋ณด๋„ค. ์ดˆ๊ธฐ ํŽ˜๋ถ ์—”์ง€๋‹ˆ์–ด์˜ ๋ง์— ๋”ฐ๋ฅด๋ฉด ๊ณผ๊ฑฐ ํŽ˜๋ถ์—์„œ ์“ฐ๋˜ PHP ๋„ ์ผ๋ฐ˜์ ์ธ PHP ๊ฐ€ ์•„๋‹ˆ๋ผ ์„ฑ๋Šฅ์ ์ธ ๋ถ€๋ถ„์ด ์—„์ฒญ ๊ฐœ์„ ๋œ ๋ฒ„์ „์ด๋ผ๊ณ  ํ•œ๋‹ค.โ€ฆ


Jin ์ง„ ๐Ÿ’ป reposted

์ฐฝ์—…ํ•œ์ง€ 1๋…„์ด ์กฐ๊ธˆ ๋„˜์€ ํšŒ์‚ฌ๊ฐ€ 10์–ต๋‹ฌ๋Ÿฌ (1์กฐ+์›) "ํˆฌ์ž"๋ฅผ ์œ ์น˜ํ•˜๋‹ค๋‹ˆ! ๊ธฐ์—…๊ฐ€์น˜๋Š” ๋ฒŒ์จ 40์–ต ๋‹ฌ๋Ÿฌ ์ •๋„๋ผ๊ณ . AI ๋ถ„์•ผ ํˆฌ์ž๋Š” ์ •๋ง ์—„์ฒญ๋‚˜๋‹ค ๐Ÿ˜…

Excited to announce that weโ€™ve raised $1.3B to build one of the largest clusters in the world and turbocharge the creation of Pi, your personal AI. forbes.com/sites/alexkonrโ€ฆ



Jin ์ง„ ๐Ÿ’ป reposted

The Amazon Builders' Library is an hidden gem: it consists of articles written by some of the most senior AWS engineers covering foundational patterns and principles used when building AWS services. Most learnings can be applied anywhere. Here are my favourite articles:


Jin ์ง„ ๐Ÿ’ป reposted

์„ ์ธ์žฅ์„ ๊ปด์•ˆ๋Š” ๊ฑด ์žํ•ด ๊ฐ™๊ณ  ๊ฐ€์‹œ๋ฅผ ๋ฝ‘์•„๋ฒ„๋ฆฌ๋Š” ๊ฑด ๊ฐ€ํ•ด ๊ฐ™๋‹ค. ๋ชจ๋“  ๊ด€๊ณ„์—์„œ ๋‚˜๋Š” ์„ ์ธ์žฅ๊ณผ ๊ฐ€์‹œ๋ฅผ ๋– ์˜ฌ๋ฆฐ๋‹ค. ๊ด€๊ณ„๋ž€ ๊ทธ์ € ๋ฌต๋ฌตํžˆ ๋‚˜๋ž€ํžˆ ์•‰์•„ ์‚ฌ๋ง‰์˜ ๋ณ„์„ ๋ณด๋Š” ๊ฒƒ.


Jin ์ง„ ๐Ÿ’ป reposted
momo_424242's tweet image.

Codeacademy ์‹œ์ž‘ํ–ˆ์–ด์š”! ๋ณธ๊ฒฉ์ ์œผ๋กœ ์ฝ”๋”ฉ ๊ณต๋ถ€ ์Šคํƒ€ํŠธ๐Ÿ”ฅ๐Ÿ”ฅ


Jin ์ง„ ๐Ÿ’ป reposted

๋ฆฌ์•กํŠธ ํ”„๋ก ํŠธ์—”๋“œ ์ž˜ํ•˜์‹œ๋Š” ๋ถ„๋“ค๊ป˜ ์งˆ๋ฌธ์ด ์žˆ์Šต๋‹ˆ๋‹ค. - ํ•œ ํ™”๋ฉด์— ์ปดํฌ๋„ŒํŠธ๋ฅผ 2000๊ฐœ ์ •๋„๋ฅผ ๋™์ ์œผ๋กœ ์ƒ์„ฑํ•ด์„œ ๋„ฃ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. - array์— 2000๊ฐœ๋ฅผ ํ•œ๊บผ๋ฒˆ์— ๋„ฃ๊ณ  useState์— set์„ ํ•ด๋ณด๋‹ˆ ๋‹น์—ฐํžˆ ๋ฒ„๋ฒ…๊ฑฐ๋ฆฝ๋‹ˆ๋‹ค. - ์ด๊ฑธ ์ตœ์ ํ™”ํ•˜๋ ค๋ฉด ์–ด๋–ค ๋ฐฉ๋ฒ•๋“ค์ด ์žˆ์„๊นŒ์š”?


Jin ์ง„ ๐Ÿ’ป reposted

์ž์‹ ๋งŒ๋งŒํ•˜๊ณ  ์ž๊ธฐ๋ฅผ ๋“œ๋Ÿฌ๋‚ด๋Š” ๊ฒƒ์ด ํ™•๊ณ ํ•˜๋”๋ผ๋„ ์˜ค๋งŒํ•˜์ง€ ์•Š์€ ์‚ฌ๋žŒ๋งŒํผ ๋งค๋ ฅ์ ์ธ ์‚ฌ๋žŒ์ด ์—†๋‹ค. ๋‚ด ์•ˆ์˜ ๋‚ด๊ฐ€ ๋Š์ž„์—†๋Š” ๊ธด์žฅ๊ด€๊ณ„๋ฅผ ๋งŒ๋“ค์–ด์•ผ ๊ฐ€๋Šฅํ•œ ์ผ๊ฐ™๋‹ค. ๋‚ด๊ฐ€ ์ด๋Ÿฐ ๊ณ ๋ฏผ์„ ์ง€๊ธˆ๊นŒ์ง€ ํ•˜๊ณ  ์‚ด๊ณ  ์žˆ๋Š” ๊ฑธ ๋ณด๋ฉด ์•„๋ฌด๋ž˜๋„ ์ด๊ฒŒ ๋งž๋Š” ๊ฒƒ ๊ฐ™๋‹ค.


Jin ์ง„ ๐Ÿ’ป reposted

์ด๊ฒŒ ๋ง๋‹ค... ํšŒํ”ผํ˜•=์ž ์ˆ˜ ํƒ€๋Š” ์‚ฌ๋žŒ์œผ๋กœ๋งŒ ๋งํ•˜๋Š”๋ฐ ์™„์ „ ์ž˜๋ชป๋จ. ๊ทธ๋ ‡๊ฒŒ ๋‹จ์ ˆ๋งŒ ์น˜์ง„ ์•Š์•„ !! ์˜คํžˆ๋ ค ์˜ˆ์˜๋ฅผ ๊ทน๋„๋กœ ์ค‘์š”์‹œํ•ด์„œ ์ด ํŠธ์œ—์ฒ˜๋Ÿผ ํ›จ์”ฌ ๋” ๋ณต์žกํ•˜๊ฒŒ ๊ผฌ์ด๋Š” ์‚ฌ๋žŒ๋“ค์ด์ง€. ํ•˜๊ณ ํ”ˆ ๋ง์ด ๋งŽ์œผ๋‹ˆ ํƒ€๋ž˜๋กœ

Excited to announce that weโ€™ve raised $1.3B to build one of the largest clusters in the world and turbocharge the creation of Pi, your personal AI. forbes.com/sites/alexkonrโ€ฆ



Jin ์ง„ ๐Ÿ’ป reposted

์ฃผ๋ง์— ๊ฐ€๋ณ๊ฒŒ ์ฝ๊ธฐ ์ข‹์€ ๊ธˆ์œต์‹œ์žฅ ์ƒ์‹ ์›”๊ฐ€ ์€ํ–‰๋“ค์ด ์ˆ˜์ต์„ฑ์„ ์ ์  ์žƒ๊ณ ์žˆ๋Š” ์ด์œ  โƒ๊ทœ์ œ โƒ๊ฒฝ์Ÿ + ๊ธฐ์ˆ  ํ˜์‹  ๊ณ ๊ธˆ๋ฆฌ ํ™˜๊ฒฝ์—์„œ ์“ฐ๋Ÿฌ์ง€๋Š” ๊ธฐ๊ด€๋“ค์ด ๋“ฑ์žฅํ•˜๋Š” ์ง€๊ธˆ, ์ด๋“ค์˜ ์ฒด์งˆ๋ณ€ํ™”๋ฅผ ์ดํ•ดํ•˜๋Š” ๊ฒƒ์€ ๋งค์šฐ ์ค‘์š”ํ•จ.

NathanYJLee's tweet image. ์ฃผ๋ง์— ๊ฐ€๋ณ๊ฒŒ ์ฝ๊ธฐ ์ข‹์€ ๊ธˆ์œต์‹œ์žฅ ์ƒ์‹

์›”๊ฐ€ ์€ํ–‰๋“ค์ด ์ˆ˜์ต์„ฑ์„ ์ ์  ์žƒ๊ณ ์žˆ๋Š” ์ด์œ 

โƒ๊ทœ์ œ
โƒ๊ฒฝ์Ÿ + ๊ธฐ์ˆ  ํ˜์‹ 

๊ณ ๊ธˆ๋ฆฌ ํ™˜๊ฒฝ์—์„œ ์“ฐ๋Ÿฌ์ง€๋Š” ๊ธฐ๊ด€๋“ค์ด ๋“ฑ์žฅํ•˜๋Š” ์ง€๊ธˆ, ์ด๋“ค์˜ ์ฒด์งˆ๋ณ€ํ™”๋ฅผ ์ดํ•ดํ•˜๋Š” ๊ฒƒ์€ ๋งค์šฐ ์ค‘์š”ํ•จ.

Jin ์ง„ ๐Ÿ’ป reposted

์–€ํ…Œ์˜ ๋ฒ•์น™ (๋ณดํ†ต์‚ฌ๋žŒ์˜ ๋ฒ•์น™) 1. ๋‹น์‹ ์ด ํŠน๋ณ„ํ•œ ์‚ฌ๋žŒ์ด๋ผ๊ณ  ์ƒ๊ฐํ•˜์ง€ ๋ง์•„๋ผ. 2. ๋‹น์‹ ์ด ๋‚จ๋“ค๋ณด๋‹ค ์ข‹์€ ์‚ฌ๋žŒ์ด๋ผ๊ณ  ์ฐฉ๊ฐํ•˜์ง€ ๋ง์•„๋ผ. 3. ๋‹น์‹ ์ด ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค๋ณด๋‹ค ๋” ๋˜‘๋˜‘ํ•˜๋‹ค๊ณ  ์ƒ๊ฐํ•˜์ง€ ๋ง์•„๋ผ. 4. ๋‹น์‹ ์ด ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋ณด๋‹ค ๋” ๋‚ซ๋‹ค๊ณ  ์ž๋งŒํ•˜์ง€ ๋ง์•„๋ผ. 5. ๋‹น์‹ ์ด ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋ณด๋‹ค ๋” ๋งŽ์ดโ€ฆ


Jin ์ง„ ๐Ÿ’ป reposted

โ–  ์™œ ์„ค๋“ํ•  ์ด์œ ๊ฐ€ ์—†๋Š”๊ฐ€ : ๋ฒ ์ด์ง€์•ˆ ํ†ต๊ณ„ 'ํฅ๋ฏธ๋กœ์šด ๋ฒ ์ด์ง€์•ˆ ํ†ต๊ณ„'๋ฅผ ์ฝ์—ˆ๋Š”๋ฐ, ๊ฐ€์žฅ ์ธ์ƒ ๊นŠ๊ฒŒ ๋‚จ์€ ๋ถ€๋ถ„์ด ์žˆ์–ด์„œ ์ „๋‹ฌํ•ด ๋“œ๋ฆด๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. [ ์™œ ์‹ ๋…์ด ๊ฐ•ํ•œ ์‚ฌ๋žŒ๊ณผ ๋Œ€ํ™”๊ฐ€ ์•ˆ ํ†ตํ•˜๋Š”๊ฐ€? ] ์— ๋Œ€ํ•œ ๋‹ต๋ณ€์ž…๋‹ˆ๋‹ค. (์ถœ์ฒ˜๋Š” ๋‚ด ๋จธ๋ฆฌ)


Jin ์ง„ ๐Ÿ’ป reposted

1์‹œ๊ฐ„์ด๋ฉด ์™„์ฃผํ•  ์ˆ˜ ์žˆ๋Š” ์–‘์˜ ์ˆ˜์—…. ์•ˆ๊ทธ๋ž˜๋„ ChatGPT ์‚ฌ์šฉ ์˜์กด๋„๊ฐ€ ๊ณ„์† ์˜ฌ๋ผ๊ฐ€๊ณ  ์žˆ๋Š”๋ฐ, ๋ชจ๋‘์—๊ฒŒ ์ถ”์ฒœํ•˜๊ณ  ์‹ถ๋‹ค. ์•„๋‹ˆ ๊ฐํžˆ ํ•„์ˆ˜ ์ˆ˜์—…์ด๋ผ ํ•˜๊ณ ์‹ถ๋‹ค! ํ•„๊ธฐ ๋…ธํŠธ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค: docs.google.com/document/d/10Sโ€ฆ

1/ Thrilled to announce: Our new course ChatGPT Prompt Engineering for Developers, created together with @OpenAI, is available now for free! Access it here: deeplearning.ai/short-courses/โ€ฆ



Jin ์ง„ ๐Ÿ’ป reposted

<ํ˜ธ๊ตฌ๋˜์ง€ ์•Š๋Š” ์ธ๊ฐ„๊ด€๊ณ„ ์กฐ์–ธ 5> 1. ํ˜ผ์ž ์ž˜ํ•ด์ฃผ๊ณ  ํ˜ผ์ž ์ƒ์ฒ˜๋ฐ›์ง€ ๋ง์ž 2. ๋‚จ ์‹œ์„ ์„ ์ง€๋‚˜์น˜๊ฒŒ ์˜์‹ํ•˜์ง€ ๋ง์ž 3. ๋ชจ๋“ ์‚ฌ๋žŒ์„ ๋‹ค ๋งŒ์กฑ์‹œํ‚ฌ ์ˆ˜๋Š” ์—†๋‹ค 4. ์‚ฌ๋žŒ์˜ ๋ง์„ ๋„ˆ๋ฌด ๋งน์‹ ํ•ด์„  ์•ˆ๋œ๋‹ค 5. ๋‚˜์™€ ์ƒ๋Œ€๊ฐ€ ๊ฐ™์€ ๋งˆ์Œ์ด๊ธธ ๋ฐ”๋ผ๋ฉด 6. ๊ฒฐ๊ตญ ๋Œ์•„์˜ค๋Š” ๊ฑด ์‹ค๋ง๊ณผ ์ƒ์ฒ˜๋ฟ์ด๋‹ค *ref. life_sprite


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