Sigrid Jin | Jin Hyung Park ๐ช ๐ง
@sigridjin_eth
โฏ @thisissigrid โ โ ๎จ CS @UBC โ โ Ultrathink Engineer @sionic_ai ๐ digital nomad ๐ป
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Read this tweet every day
What many people perceive as a focus problem is often a thoroughness problem. One route to improving focus is to *direct your efforts to thoroughness without the expectation of focus arriving first*. Put simply, thoroughness improves focus, no matter how slow the process may be.
This is a side effect of Rust ๐
unfortunately, learning rust ruined almost every other language for me
jackass leaking company IP at 2AM
remember: do not re-normalize MoE router scores post topk if k=1 weighing MoE outputs by the router scores is how the task loss can influence router params. when k=1 score=sum(score) so the update makes the scores=1 meaning it doesn't get gradients since its a constant!
Kafka๋ ํ๋ฅญํ ๋๊ตฌ์ง๋ง PostgreSQL๋ก๋ ์ด์ง๊ฐํ ์ง์ ๊น์ง MQ๋ฅผ ์ธ ์ ์๋ค๋ ๊ธ. OpenAI์กฐ์ฐจ ์์ง๋ ๋จ์ผ PostgreSQL ์ฐ๊ธฐ ์ธ์คํด์ค๋ก ์ด์ํ๊ณ ์๊ณ , Figma๋ 2022๋ ๊น์ง ์ค๋ฉ ์๋ PostgreSQL๋ก ์๋น์ค๋ฅผ ์ด์ํ๋ค. ์คํ ๊ฐ๋ฅํ ์ต์ํ์ ์ธํ๋ผ์ ๊ต์ฅํ ๋์ํ๋ค. topicpartition.io/blog/postgres-โฆ
์ด, ๋๋ ์คํํธ์ ๋ค ์ปจ์คํ ๋ฐ ๊ธฐ์ ์๋ดํ๋ฉด์ ์นดํ์นด ์ฐ์ง ๋ง๋ผ๋ ์ด์ผ๊ธฐ ์ ๋ง ๋ง์ด ํ๋๋ฐ. ์๋ ๊ทธ๋ฅ DB์ ๋ค์ด๊ฐ์ผ ํ๋ ๋ฐ์ดํฐ์ธ๋ฐ write ๋น์ฉ ํฌ๋ค๊ณ ์นดํ์นด ๊ฑฐ์ณ์ ๋ฃ๋ ์ฌ๋์ด ์ ์ด๋ ๊ฒ ๋ง์์ง. ์ ๋ฐ ๊ทธ๋ฅ RDBMS๋ก ๋ค ํ์ธ์. ๋์ ํ ๋น์ฉํจ์จ์ด ์ ๋์จ๋ค ์ถ์ ๋ ์นดํ์นด ๊ฐ๋ ๋ฆ์ง ์์์.
Kafka๋ ํ๋ฅญํ ๋๊ตฌ์ง๋ง PostgreSQL๋ก๋ ์ด์ง๊ฐํ ์ง์ ๊น์ง MQ๋ฅผ ์ธ ์ ์๋ค๋ ๊ธ. OpenAI์กฐ์ฐจ ์์ง๋ ๋จ์ผ PostgreSQL ์ฐ๊ธฐ ์ธ์คํด์ค๋ก ์ด์ํ๊ณ ์๊ณ , Figma๋ 2022๋ ๊น์ง ์ค๋ฉ ์๋ PostgreSQL๋ก ์๋น์ค๋ฅผ ์ด์ํ๋ค. ์คํ ๊ฐ๋ฅํ ์ต์ํ์ ์ธํ๋ผ์ ๊ต์ฅํ ๋์ํ๋ค. topicpartition.io/blog/postgres-โฆ
Come one Rust people, let's help the man be free! ๐ฆ
Guido van Rossum builds a python package for RAG
At #PyBay25, @gvanrossum demo'd a Python package for "structured RAG". During ingestion, it uses LLM to extract structured data (entities/topics/verbs) and stores in standard DB, and then retrieves by structuring the user query as well. Try it out at: github.com/microsoft/typeโฆ
Household debt as share of GDP. ๐จ๐ฆ Canada: 103% ๐ฌ๐ง UK: 80% ๐บ๐ธ US: 73% ๐ซ๐ท France: 63% ๐จ๐ณ China: 62% ๐ฉ๐ช Germany: 52% ๐ช๐ธ Spain: 48% ๐ฎ๐น Italy: 39% ๐ฎ๐ณ India: 37% ๐ฟ๐ฆ South Africa: 34% ๐ง๐ท Brazil: 34% ๐ธ๐ฆ Saudi: 32% ๐ท๐บ Russia: 22% ๐ฎ๐ฉ Indonesia: 16% ๐ฒ๐ฝ Mexico: 16% ๐น๐ท Turkey: 11%
11์๋ถํฐ ์ฐ๋ฝ์ฃผ์ จ๋ ๋ถ๋ค ๋ง๋์ ์ด์ผ๊ธฐ ๋๋๋ ค๊ณ ์ฝ์์ ์ก๊ณ ์์ด์. ์ธ์ปจ๋น ๋ง๋ค๋ฉด์ DevOps, SRE ํฌ์ง์ ์ด ์๋, ํ๋ฌ๋ํธ ์์ง๋์ด์ ๋์ ํ๊ณ ์ถ๋ค๋ ์๊ฐ์ด ๋ค์์ด์. ๋ด๊ฐ ์ง๊ธ ์ผํ๊ณ ์๋ ํ์ด ๋๋ฌด ์ข์ ํ์ด๋ผ๊ณ ์๊ฐ๋๋ ๋ถ ๊ณ์๋ฉด ์๋ ค์ฃผ์ธ์! github.com/asbubam/resume
Kimi K2 is up to 5x faster and 50% more accurate ๏ผ๏ผ
Why do frontier models still fail at PDF parsing in 2025? Evan Vogelbaum, @hu_yifei and @AlvinRyanputra from @reductoai showed their autoregressive layout model: outputs hundreds of boxes with zero hallucinations. Traditional OCR for simple text. Custom VLMs for handwrittenโฆ
์ค๊ตญ ๋ฐ์ด๋์์ ๊ธฐ์กด OCR ๋ชจ๋ธ ๋ค ์น์ด๋จน๋๊ฑฐ๋ฅผ ์คํ์์ค๋ก ๊ณต๊ฐํด๋ฒ๋ ธ๋ค... ๊ธฐ์กด์ OCR ๋ชจ๋ธ ์ฌ์ ์ฐ๋ ค๊ณ ์๊ฐ์ค์ด๋ ๋ถ๋ ์ด๊ฑฐ ๋ณด์๋ง์ ๊ตฌ๋งค ๊ณํ์ ์ทจ์ํด๋ฒ๋ฆฌ์ฌ ใทใท... huggingface.co/PaddlePaddle/Pโฆ
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