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์‚ฌ์ด์˜ค๋‹‰์—์„œ ML ๋ฆฌ์„œ์น˜ ์ธํ„ด์œผ๋กœ ์‚ด์•„๋‚จ๊ธฐ
Open
์ €๋Š” Sionic AI์—์„œ ์ž‘๋…„ 10์›”๋ถ€ํ„ฐ ์ง€๊ธˆ๊นŒ์ง€ (24.10 ~ 25.6) ML/AI Research Intern์œผ๋กœ ๊ทผ๋ฌดํ•œ ์ž„์˜ˆ์›์ด๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๋Œ€ํ•™ ์ƒํ™œ๊ณผ ๋ณ‘ํ–‰ํ•˜๋ฉฐ ์ด์ œ๋Š” ์‚ถ์˜ ์ผ๋ถ€๊ฐ€ ๋œ Sionic ์—์„œ์˜ ์ƒํ™œ์„ ๋งˆ๋ฌด๋ฆฌํ•˜๋ฉด์„œ, ๊ทธ ๊ฐ„์˜ ๊ฒฝํ—˜์„ ๊ณต์œ ํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค.
2025/07/04
Culture
Culture
์ž„์˜ˆ์› (Austin Yewon Lim) / ML Research Intern
2025/07/04 05:13
Qwen 3 (ํ์›ฌ 3) MoE Upscaling ์ „๋žต
Open
์ตœ์‹  AI ๋ชจ๋ธ ํ์›ฌ3(Qwen3)์˜ ํ•ต์‹ฌ์€ Mixture-of-Experts(MoE) ๊ตฌ์กฐ์— ์žˆ์Šต๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ MoE์˜ ์„ฑ๋Šฅ์„ ์ตœ๋Œ€ํ™”ํ•˜๋ ค๋ฉด ๋‹จ์ˆœํžˆ ์ž์ฃผ ์„ ํƒ๋˜๋Š” ์ „๋ฌธ๊ฐ€๋งŒ ์“ฐ๋Š” ๊ฒƒ์ด ์•„๋‹Œ, ์‹ค์ œ๋กœ AI ์ถœ๋ ฅ ํ’ˆ์งˆ์— ๊ธฐ์—ฌํ•˜๋Š” ์ „๋ฌธ๊ฐ€๋ฅผ ์ •ํ™•ํžˆ ์ฐพ์•„ ํ™œ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ „๋ฌธ๊ฐ€ ์ˆ˜๋ฅผ ์ตœ์ ํ™”ํ•˜๊ณ , ์ „๋ฌธ๊ฐ€ ๊ฐ„ ํ˜‘๋ ฅ์„ ๊ทน๋Œ€ํ™”ํ•˜๋Š” ์‚ฌ์ด์˜ค๋‹‰์˜ ํ˜์‹ ์ ์ธ ์ ‘๊ทผ๋ฒ•์„ ๋งŒ๋‚˜๋ณด์„ธ์š”.
2025/05/16
Hands-on
Mixture of Experts
Qwen3
ํ์›ฌ3
Sigrid Jin (Jin Hyung Park) / DevRel Engineer
2025/05/16 10:33
[์‚ฌ์ด์˜ค๋‹‰ Spring AI ์‹œ๋ฆฌ์ฆˆ 2] Storm Platform์œผ๋กœ ์‰ฝ๊ฒŒ ๊ตฌ์ถ•ํ•˜๋Š” AI ์—์ด์ „ํŠธ
Open
Spring AI์™€ Storm Platform์„ ์ด์šฉํ•˜์—ฌ AI Agent (์—์ด์ „ํŠธ) ๋ฅผ ์‰ฝ๊ฒŒ ๊ตฌํ˜„ํ•ด๋ณด๋Š” ๋ฐฉ๋ฒ•์— ๋Œ€ํ•ด ์•Œ์•„๋ด…๋‹ˆ๋‹ค.
2025/05/12
Hands-on
AI
AI Service
Spring AI
์กฐํ•˜๋‹ด / Backend Engineer
2025/06/03 18:13
์ž‘์€ ์ฒญํฌ ๊ฒ€์ƒ‰ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” Contextual BM25F ์ „๋žต ์—ฟ๋ณด๊ธฐ ๐Ÿ‘€
Open
RAG ๊ฒ€์ƒ‰ ์‹œ ์ž‘์€ ์ฒญํฌ ํ™˜๊ฒฝ์—์„œ ๊ธฐ์กด BM25๊ฐ€ ๊ฒช๋Š” ํ•œ๊ณ„๋ฅผ ๊ทน๋ณตํ•˜๋Š” Contextual BM25F ์ „๋žต์˜ ํ•ต์‹ฌ ์›๋ฆฌ์™€ ์ ์šฉ ์‚ฌ๋ก€๋ฅผ ๊ฐ€๋ณ๊ฒŒ ์‚ดํŽด๋ด…๋‹ˆ๋‹ค.
2025/04/30
Hands-on
BM25F
Keyword Search
Sigrid Jin (Jin Hyung Park) / ML DevRel Engineer
2025/05/07 12:29
๋ง ๋ฐ–์€ ์œ„ํ—˜ โš ๏ธย ํ•ด! ํ์‡„๋ง์—์„œ Docker ์ด๋ฏธ์ง€๋ฅผ ๋‚ ๋ ตํ•˜๊ฒŒ ๊ด€๋ฆฌํ•˜๋Š” ๋ฒ•
Open
Docker ์ด๋ฏธ์ง€๊ฐ€ ์–ด๋–ค ๊ตฌ์กฐ๋กœ ์ด๋ฃจ์–ด์ ธ ์žˆ๊ณ  ๋ ˆ์ด์–ด ๋‹จ์œ„์˜ ์บ์‹ฑ์ด ์–ด๋–ป๊ฒŒ ๋™์ž‘ํ•˜๋Š”์ง€ ๊ฐ„๋žตํžˆ ์งš์–ด๋ณด๊ณ , ํ์‡„๋ง ํ™˜๊ฒฝ์—์„œ ํšจ์œจ์ ์œผ๋กœ ์ฆ๋ถ„ ๋ฐฐํฌํ•  ์ˆ˜ ์žˆ๋Š” ์ „๋žต์— ๋Œ€ํ•ด ์‚ดํŽด๋ด…๋‹ˆ๋‹ค.
2025/04/14
Hands-on
Kubernetes
Docker
Ops
MLOps
DevOps
์†ก๋ช…ํ•˜ / MLOps Engineer
2025/04/15 01:39
[Sionic Llama 4 Token Editor] ๋ผ๋งˆ 4๋Š” ํ•œ๊ตญ์–ด์— ๊ฐ€์žฅ ์นœํ™”์ ์ธ ์˜คํ”ˆ์†Œ์Šค ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค
Open
Sionic AI์—์„œ Llama 4์˜ ํ† ํฐ ๋ถ„ํฌ๋ฅผ ๋ถ„์„ํ•˜์˜€๊ณ , ํ•ด๋‹น ์ฝ”๋“œ๋ฅผ ์˜คํ”ˆ์†Œ์Šค๋กœ ๊ณต๊ฐœ ํ•ฉ๋‹ˆ๋‹ค.
2025/04/07
Hands-on
Llama4
Llama
Transformer
tokenizer
NLP
๋ฐ•์ง„ํ˜• (Sigrid Jin) / DevRel Engineer
2025/04/07 08:36
[์‚ฌ์ด์˜ค๋‹‰ Spring AI ์‹œ๋ฆฌ์ฆˆ 1] AI ๋‚˜๋ผ์— ๋ด„์ด ์ฐพ์•„์™”์–ด์š” ๐ŸŒฑ
Open
Spring AI๋กœ ๋‹ค์–‘ํ•œ LLM์„ ์œ ์—ฐํ•˜๊ฒŒ ์—ฐ๊ฒฐํ•˜๊ณ , ์‹ค์Šต์„ ํ†ตํ•ด Open AI Chat API๋ฅผ ๋งŒ๋“ค์–ด๋ด…์‹œ๋‹ค!
2025/04/02
Hands-on
Spring AI
์กฐํ•˜๋‹ด / Backend Engineer
2025/04/09 15:54
[Sionic MCP ์‹œ๋ฆฌ์ฆˆ 1] Model Context Protocol์„ ์ด์šฉํ•˜์—ฌ IntelliJ ์™€ ์ฝ”๋”ฉํ•ด๋ณด์ž!
Open
2025/03/21
Hands-on
AI Service
์ตœ๋ณ‘ํ˜„ (Dan) / Backend Engineer
2025/03/23 15:06
Terraform์—์„œ ์ด์ œ DynamoDB๋Š” Say Good Bye!
Open
Terraform 1.10 ๋ฒ„์ „์—์„œ ๊ฐ€์žฅ ์ค‘์š”ํ•œ ๋ณ€ํ™”๋Š” S3 Native State Locking ๊ธฐ๋Šฅ ์ž…๋‹ˆ๋‹ค.
2025/03/11
Development Glossary
Kubernetes
Infrastructure
์†ก๋ช…ํ•˜ / MLOps Engineer
2025/03/11 07:52
CES 2025 ์ฐธ๊ฐ€ ํ›„๊ธฐ
Open
CES 2025 ๋‹ค๋…€์™”์Šต๋‹ˆ๋‹ค.
2025/02/17
Company
CES
Sionic AI
์กฐํ•˜๋‹ด / Backend Developer
2025/02/18 05:15
TDD๋ฅผ ํ†ตํ•ด ModernBERT ๋ฐ‘๋ฐ”๋‹ฅ๋ถ€ํ„ฐ ์ดํ•ดํ•˜๊ธฐ
Open
์œ ๋‹› ํ…Œ์ŠคํŠธ๋ฅผ ์ž‘์„ฑํ•˜๋ฉด์„œ ์ตœ์‹  ์ž„๋ฒ ๋”ฉ ๋ฐ ๋ฆฌ๋žญ์ปค ๋ชจ๋ธ์˜ ๊ทผ๊ฐ„์ธ ModernBERT์˜ ๊ตฌํ˜„์ฒด๋ฅผ ์ดํ•ดํ•˜์—ฌ ๋ด…์‹œ๋‹ค.
2025/02/05
Hands-on
Model Architectures
Encoding
Sigrid Jin (Jin Hyung Park) | ML DevRel Engineer
2025/02/06 04:52
์ธ๊ณต ์ผ๋ฐ˜ ์ง€๋Šฅ(AGI)์˜ ๋ฐœ์ „๊ณผ ์—ฐ๊ตฌ ๋™ํ–ฅ 101
Open
์ธ๊ณต ์ผ๋ฐ˜ ์ง€๋Šฅ(AGI)์˜ ๋ฐœ์ „์„ ์œ„ํ•ด ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ(LLM)์˜ ํ•™์Šต ๊ณผ์ •๊ณผ ์„ฑ๋Šฅ ํ–ฅ์ƒ ๋ฐฉ์•ˆ์„ ์„ค๋ช…ํ•˜๋ฉฐ, ๋‹ค์–‘ํ•œ ํ•™์Šต ๋ฐฉ๋ฒ•์˜ ์žฅ๋‹จ์ ๊ณผ ์‹ค์ œ ์ ์šฉ ์‚ฌ๋ก€๋ฅผ ๋…ผ์˜ํ•ฉ๋‹ˆ๋‹ค.
2025/01/14
Summary of concepts
LLM
large language model
AGI
์œค๋„๊ท / ML Reseacher
2025/02/05 06:33
๋ฌธ์„œ ๊ธฐ๋ฐ˜ Q&A: RAG๋กœ GPT๋ฅผ ๋” ๋˜‘๋˜‘ํ•˜๊ฒŒ ์“ฐ๋Š” ๋ฐฉ๋ฒ•
Open
์ด ์•„ํ‹ฐํด์—์„œ๋Š” RAG์˜ ๊ธฐ๋ณธ ๊ฐœ๋…๊ณผ ์‚ฌ์šฉํ•˜๋Š” ์ด์œ , ์ฝ”๋“œ ๊ธฐ๋ฐ˜์˜ ๊ฐ€์žฅ ๊ฐ„๋‹จํ•œ RAG ์‹ค์Šต์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค.
2025/01/09
Hands-on
RAG
QA
์†ก์˜์ˆ™ /ML research ยท ์ •์ฑ…์ด๊ด„
2025/01/15 02:02
BGE-M3 ๋ชจ๋ธ Dense, LayerNorm๋งŒ์œผ๋กœ ์ฒ˜์Œ๋ถ€ํ„ฐ ๊ตฌํ˜„ํ•˜๊ธฐ
Open
BGE-M3 ๋‹ค๊ตญ์–ด ์ž„๋ฒ ๋”ฉ ๋ชจ๋ธ์˜ ๊ตฌ์กฐ์™€ TensorFlow Keras ๊ตฌํ˜„ ๋ฐฉ๋ฒ•์— ๋Œ€ํ•ด ์ƒ์„ธํžˆ ๋‹ค๋ฃน๋‹ˆ๋‹ค.
2025/01/06
Hands-on
BGE-M3
Transformer
NLP
TensorFlow
Keras
๊ณ ์„ํ˜„ / CEO
2025/01/08 07:56
์•„์ง๋„ GPU ํ•˜๋“œ์›จ์–ด๋ฅผ ๊ณ ๋ คํ•˜์ง€ ์•Š๊ณ  ๋ชจ๋ธ๋ง์„ ํ•˜์‹œ๋‚˜์š”?
Open
The Case for Co-Designing Model Architectures with Hardware ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ"
2025/01/06
Paper Review
Model Architectures
GPU
Hyper parameter
Sigrid Jin (Jin Hyung Park) | ML Backend Engineer
2025/01/07 11:30
๊ธฐ๊ณ„ํ•™์Šต๊ณผ ๋”ฅ๋Ÿฌ๋‹, ๊ทธ๋ฆฌ๊ณ  ์–ธ์–ด ๋ชจ๋ธ์— ๋Œ€ํ•œ ๊ฐœ๊ด€
Open
๊ธฐ๊ณ„ํ•™์Šต์˜ ๊ฐœ๋…๊ณผ ์—ญ์‚ฌ ๋“ฑ์— ๋Œ€ํ•ด ๊ฐœ๊ด„์ ์œผ๋กœ ๋‹ค๋ฃน๋‹ˆ๋‹ค.
2025/01/03
Summary of concepts
AI
ML
NLP
์†ก์˜์ˆ™/ML research ยท ์ •์ฑ…์ด๊ด„
2025/01/07 11:34
๊ธฐ์—…์˜ ๋ฐ์ดํ„ฐ ๋ณด์•ˆ ์ •์ฑ…
Open
๋ณดํŽธ์ ์ด์ง€๋งŒ ๋†“์น˜๊ธฐ ์‰ฌ์šด ๊ธฐ์—…์˜ ๋ฐ์ดํ„ฐ ๋ณด์•ˆ ์ •์ฑ…์— ๋Œ€ํ•ด ์‚ดํŽด๋ด…๋‹ˆ๋‹ค.
2025/01/03
Service
dataset
Security policy
์†ก์˜์ˆ™/ML research ยท ์ •์ฑ…์ด๊ด„ , ๊น€๋•ํ˜„ / Head of Development
2025/01/18 07:22
ModernBERT: ์ตœ์‹  LLM ๊ธฐ๋ฒ•์œผ๋กœ BERT๋ฅผ ๊ฐœ์„ ํ•  ์ˆ˜ ์žˆ์„๊นŒ?
Open
2024๋…„ 12์›” ๋ฆด๋ฆฌ์ฆˆ๋œ ModernBERT๋ฅผ ํ†ตํ•ด ์ƒˆ๋กœ์šด ์ธ์ฝ”๋” ๋ชจ๋ธ์˜ ๋ฐฑ๋ณธ์— ๋Œ€ํ•ด ์•Œ์•„๋ด…๋‹ˆ๋‹ค
2024/12/27
Paper Review
Embedding
Sigrid Jin (Jin Hyung Park) | ML DevRel Engineer
2025/02/05 05:43
KoGEC: ์‚ฌ์ „ ํ•™์Šต๋œ ๋ฒˆ์—ญ ๋ชจ๋ธ์„ ํ™œ์šฉํ•œ ํ•œ๊ตญ์–ด ๋ฌธ๋ฒ• ์˜ค๋ฅ˜ ๊ต์ •
Open
ํ•œ๊ตญ์–ด ๋ฌธ๋ฒ• ์˜ค๋ฅ˜ ๊ต์ •(KoGEC) ๋ชจ๋ธ ์—ฐ๊ตฌ ๊ฒฝํ—˜์„ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค.
2024/12/24
Paper Review
GEC
NLLB
๊น€ํƒœ์€/ AI ยท ML Research Intern
2025/04/30 02:19
FlagEmbedding์œผ๋กœ BGE-M3 ํ•™์Šตํ•˜๊ธฐ
Open
FlagEmbedding์œผ๋กœ BGE-M3 ํ•™์Šต
2024/12/23
Development Glossary
Embedding
BGE-M3
FlagEmbedding
Hard Negative
๊น€ํƒœ์€/ AI ยท ML Research Intern
2025/01/06 05:27
AI ํšŒ์‚ฌ์—์„œ AI๋ฅผ ํ™œ์šฉํ•˜๋Š” ๋ฒ•: STORM Fooding ์‚ฌ๋ก€
Open
STORM Fooding ์‚ฌ๋ก€๋ฅผ ํ†ตํ•ด์„œ AI ํšŒ์‚ฌ์—์„œ AI๋ฅผ ํ™œ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ์•„๋ด…๋‹ˆ๋‹ค.
2024/12/18
Company
Fooding
RAG
Graph RAG
์ •์„ธ๋ฏผ/ ML Backend Engineer ยท Development
2025/01/06 05:26
์‹ค๋ฌด ์‚ฌ๋ก€๋กœ ์•Œ์•„๋ณด๋Š” Strategy Pattern
Open
์ „๋žต ํŒจํ„ด์˜ ๊ฐœ๋… ๋ฐ ์ ์šฉ ์‚ฌ๋ก€ ์†Œ๊ฐœ
2024/12/10
Service
Strategy Pattern
RAG
Passport.js
์กฐํ•˜๋‹ด / Backend Engineer
2025/03/03 14:36
SSE๋กœ ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ ์ „์†กํ•˜๊ธฐ
Open
SSE๋ฅผ ๊ตฌํ˜„ํ•œ ๊ณผ์ •๊ณผ ํŠธ๋Ÿฌ๋ธ” ์ŠˆํŒ… ๊ฒฝํ—˜ ๊ณต์œ 
2024/12/03
Development Glossary
Server-Sent Event
sse
AI Service
์กฐํ•˜๋‹ด / Backend Engineer
2025/01/06 05:25
ReSpect
Open
์‚ฌ๋žŒ๊ณผ์˜ Interaction์„ ํ†ตํ•ด Agent๋ฅผ ์ ์  ๋˜‘๋˜‘ํ•˜๊ฒŒ ๋งŒ๋“œ๋Š” ๋ฐฉ๋ฒ•
2024/11/06
Paper Review
LLM
Interaction
๋ฐ•์šฐ๋ช… / CDO & Head of Research
2025/01/06 05:25
๋ชจ๋ธ์˜ ํ‰๊ฐ€ ๋Šฅ๋ ฅ์„ ํ‰๊ฐ€ํ•˜๊ธฐ
Open
LLM evaluation ๋Šฅ๋ ฅ์„ ํ‰๊ฐ€ํ•  ์ˆ˜ ์žˆ๋Š” JudgeBench ์ œ์ž‘ ๋ฐฉ๋ฒ•๋ก  ๋ฐ ์‹คํ—˜ ๊ฒฐ๊ณผ ์†Œ๊ฐœ
2024/10/30
Paper Review
LLM-as-a-Judge
Benchmark
๋ฐ•์šฐ๋ช… / CDO & Head of Research
2025/01/06 05:25
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