Avi Chawla (@_avichawla)

KV 캐싱을 사용할 때와 사용하지 않을 때의 LLM 추론 속도를 비교하며, KV 캐싱이 왜 성능 향상에 중요한지 설명하는 기술 공유 트윗입니다. LLM 서빙 최적화와 추론 효율 개선에 관심 있는 개발자에게 유용한 내용입니다.

https://x.com/_avichawla/status/2035084029062750714

#llm #inference #kvcaching #optimization #serving

Avi Chawla (@_avichawla) on X

LLM inference speed with vs. without KV caching: (learn how and why it works below)

X (formerly Twitter)
No, we don't need high-protein boxed mac and cheese, experts say. But people want it
Kraft Heinz has just announced it's launching a high-protein mac and cheese called PowerMac that delivers 17 grams of protein and six grams of fibre per serving. But did we ... need this?
https://www.cbc.ca/news/canada/kraft-dinner-protein-9.7136154?cmp=rss
Not even Kraft macaroni and cheese is safe from the added protein craze
Kraft Heinz has just announced it's launching a high-protein mac and cheese called PowerMac that delivers 17 grams of protein and six grams of fibre per serving. But did we ... need this?
https://www.cbc.ca/news/canada/kraft-dinner-protein-9.7136154?cmp=rss

Whitney Port Talks Serving '90s-Inspired Tennis Looks and the Beauty Essentials in Her Match-Day Bag

https://misryoum.com/us/us24/whitney-port-talks-serving-90s-inspired-tennis-looks/

Serving in more ways than one! Whitney Port is bringing back '90s -inspired tennis fashion in a big way.The Hills alum sat down with ET to dish on her sporty style and the beauty essentials she relies on for match-day...

#Whitney #Port #Talks #Serving #90sInspired #Tennis #Looks #and #the #Beauty #Essentials #Her #MatchDay #Bag #US_News_Hub #misryoum_com

Whitney Port Talks Serving '90s-Inspired Tennis Looks and the Beauty Essentials in Her Match-Day Bag

Serving in more ways than one! Whitney Port is bringing back '90s -inspired tennis fashion in a big way.The Hills alum sat down with ET to dish on her

US News Hub

Serve, Don't Self-Care - Tony Robbins on The Diary of a CEO

#serving #service

AISatoshi (@AiXsatoshi)

vLLM으로 MiniMaxAI/MiniMax-M2.5 모델을 서빙하는 예시 커맨드를 제시한 트윗입니다. tensor-parallel-size 4 설정, tool-call-parser로 minimax_m2, reasoning-parser로 minimax_m2_append_think를 사용하고 enable-auto-tool-choice를 활성화해 vLLM 기반의 도구 호출·추론 파이프라인 구성을 보여줍니다.

https://x.com/AiXsatoshi/status/2022313584160919865

#vllm #minimax #serving #tooling

AI✖️Satoshi⏩️ (@AiXsatoshi) on X

vLLM vllm serve MiniMaxAI/MiniMax-M2.5 \ --tensor-parallel-size 4 \ --tool-call-parser minimax_m2 \ --reasoning-parser minimax_m2_append_think \ --enable-auto-tool-choice https://t.co/zEIRPr6kNl

X (formerly Twitter)
vLLM Large Scale Serving: DeepSeek @ 2.2k tok/s/H200 with Wide-EP

Introduction

vLLM Blog
Woah. Office dot com says the Microsoft Office Suite is now known as the Microsoft 365 Copilot app.
#serving #slop #since 1975 #Microsoft #DeadName #Office #new #Coke #classic #AKA #Pepsi my #preferred #pronoun is #Copilot #trans #rights are #human rights

MDARD Offers Food Safety Tips for Holiday Gatherings

Sleigh your holiday spread, not your guests LANSING, Mich.—Entertaining is one of the mainstays of the holiday season,…
#NewsBeep #News #Headlines #Agriculture #cold #dishes #F. #food #Foods #holiday #hot #keep #Latvia #leftovers #LV #mdard #safety #serving #should #temperature #two #you
https://www.newsbeep.com/318876/

It's October, which means it's almost #Thanksgiving here in #Canada. [1]

One of the traditional meals at Thanksgiving here is turkey. And I thought of that because I roasted a chicken this week. More specifically, I thought about how magical it is that many #chefs and #cooks and plain old folx can carve a #chicken or #turkey and have it come out as beautiful, even slices of white #meat, and lovely whole #drumsticks or wings, or what-have-you.

Because when I carve a bird, it looks like I did it with a #chainsaw. Or possibly a #lawnmower.

[1] Yes, it's ~6 weeks earlier than USA Thanksgiving. For much of Canada, the only harvest we could be grateful for in #November is #snow.

Edit: fix late-night thinko/typo.

#carve #carving #serve #serving #poultry #roast