What is Hackers' Pub?

Hackers' Pub is a place for software engineers to share their knowledge and experience with each other. It's also an ActivityPub-enabled social network, so you can follow your favorite hackers in the fediverse and get their latest posts in your feed.

サルサ @Salsa01si@misskey.io
Public

「虎耳女になったとて」のおまけイラストが更新だぞ
なんかトップページに俺の塗った覚えのないカラーコマが出てるぞ、草だぞ https://share.comic-fuz.com/manga/3899

虎耳女になったとて

ある日気づくと、「虎耳女」になっていた――！ 小説家志望の高校生・桃山李蝶。自己評価とは裏腹に評価のされなさに苦しんでいた彼は、ある日「獣化症」を発症。虎耳としっぽが生え、ついでになぜか女体化した。これからどうなる？ 荒ぶる思春期の獣人化×TSコメディ!!

share.comic-fuz.com

2
0
0
Amber @puppygirlhornypost2@transfem.social
Public
Shared by MJ+

feel like there's a bit of nuance lost when people argue about usability in Linux. Just because I know how to do something by editing a file in a very specific directory that changes between distros does not mean that I think it's good ui/ux. I can be frustrated with how something should be a simple GUI toggle vs rawdogging dconf. I can also still be smart; it does not make me dumb to want shortcuts.

0
3
0
1
0
0
0
0
0
1
0
0
MJ+ @voyager@g0v.social
Public

可能是史上宣傳投入最多的選舉
終於達成目的了

完善制度後投票率最高的一次

註：同時本屆選民比上屆少了33萬。縱觀過往選舉，民主派在選民間的支持度大概是60%，換句話說，基本上民主派支持者依舊沒有參與這次選舉

0
0
0
0
0
0
0
0
0
0
0
0
Hugo van Kemenade @hugovk@mastodon.social
Public
Shared by Mariatta 🤦🏻‍♀️ :python:

Some highlights from !

Keynote - Imogen Wright - How Complex Systems Taught Me To Fail
youtube.com/live/MObVZKZr5vY

Sofia Toro - How to teach your language to Python (with CPython!)
youtube.com/watch?v=JhFKjiEWHWA

Meagen Voss - Building more accessible Python-powered websites
youtube.com/watch?v=KrtUTEZzD6U

Panel - From Contributor to Founder: Turning Python Projects into Products
Carol Willing, Inessa Pawson, Deborah Hanus, Leah Wasser
youtube.com/live/NB2Q9dbLwVc

Keynote - How Complex Systems Taught Me To Fail

Language: EnglishSpeaker: Imogen WrightWe live in a golden age of programming paradigms and frameworks, all promising correctness, reproducibility, and even ...

www.youtube.com · YouTube

0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
2
0
0
pkg update @pkgupdt@hl.pkgu.net
Public

어제 자기 전에, 그냥 흥미 위주로 캐논 RF 카메라들의 질감 표현 약점을 메꾸는 RAW 현상법을 물어봤고, 제미나이는 수많은 설정값들을 쏟아냈다.

... LLM은 무서워.; 물론 틀리고 소용없는 정보들도 있었지만 반은 건진 듯.;; Dual pixel AF의 내부 미세 회절과 AA필터의 블러를 카운터 치는 방법을 만들어두다니 Rawtherapee 개발팀들도 정상?은 아냐. 🤣

사진은 미세 디테일을 죽어라 끌어올려본 습작. 물론 보정한다고 타사 센서만큼 좋아지는 건 아니지만 약점은 많이 보완되더라.

0
0
0
Hacker News 100 @hn100@social.lansky.name
Public

Zebra-Llama – Towards efficient hybrid models

Link: arxiv.org/abs/2505.17272
Discussion: news.ycombinator.com/item?id=4

arXiv logo

Zebra-Llama: Towards Extremely Efficient Hybrid Models

With the growing demand for deploying large language models (LLMs) across diverse applications, improving their inference efficiency is crucial for sustainable and democratized access. However, retraining LLMs to meet new user-specific requirements is prohibitively expensive and environmentally unsustainable. In this work, we propose a practical and scalable alternative: composing efficient hybrid language models from existing pre-trained models. Our approach, Zebra-Llama, introduces a family of 1B, 3B, and 8B hybrid models by combining State Space Models (SSMs) and Multi-head Latent Attention (MLA) layers, using a refined initialization and post-training pipeline to efficiently transfer knowledge from pre-trained Transformers. Zebra-Llama achieves Transformer-level accuracy with near-SSM efficiency using only 7-11B training tokens (compared to trillions of tokens required for pre-training) and an 8B teacher. Moreover, Zebra-Llama dramatically reduces KV cache size -down to 3.9%, 2%, and 2.73% of the original for the 1B, 3B, and 8B variants, respectively-while preserving 100%, 100%, and >97% of average zero-shot performance on LM Harness tasks. Compared to models like MambaInLLaMA, X-EcoMLA, Minitron, and Llamba, Zebra-Llama consistently delivers competitive or superior accuracy while using significantly fewer tokens, smaller teachers, and vastly reduced KV cache memory. Notably, Zebra-Llama-8B surpasses Minitron-8B in few-shot accuracy by 7% while using 8x fewer training tokens, over 12x smaller KV cache, and a smaller teacher (8B vs. 15B). It also achieves 2.6x-3.8x higher throughput (tokens/s) than MambaInLlama up to a 32k context length. We will release code and model checkpoints upon acceptance.

arxiv.org · arXiv.org

0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
Hacker News 100 @hn100@social.lansky.name
Public

Goodbye, Microsoft: Schleswig-Holstein Relies on Open Source and Saves Millions

Link: heise.de/en/news/Goodbye-Micro
Discussion: news.ycombinator.com/item?id=4

Goodbye, Microsoft: Schleswig-Holstein relies on Open Source and saves millions

Schleswig-Holstein saves 15 million euros in license costs by migrating from Microsoft to free software. The conversion is significantly cheaper.

www.heise.de · heise online

0
0
0
洪 民憙 (Hong Minhee) :nonbinary: @hongminhee@hollo.social
Public

12月(월) 6日(일) 서울에서 開催(개최)되는 liftIO 2025에서 〈Optique: TypeScript에서 CLI 파서 컴비네이터를 만들어 보았다〉(假題(가제))라는 主題(주제)로 發表(발표)를 하게 되었습니다. 아직 liftIO 2025 티켓은 팔고 있으니, 函數型(함수형) 프로그래밍에 關心(관심) 있으신 분들의 많은 參與(참여) 바랍니다!

liftIO 2025 - 이벤터스

2021년부터 매년 말에 개최되고 있는 liftIO는 함수형 프로그래밍 언어를 사용하는 생생한 경험담과 인사이트를 제공하는 개발 컨퍼런스입니다.

event-us.kr

洪 民憙 (Hong Minhee) :nonbinary: @hongminhee@hollo.social
Public
Shared by Perlmint

오늘 liftIO 2025에서 發表(발표)한 〈Optique: TypeScript의 타입 推論(추론)으로 CLI 有效性(유효성) 檢査(검사)를 代替(대체)하기〉의 發表(발표) 資料(자료)를 共有(공유)합니다! 들어주신 모든 분들께 感謝(감사) 드립니다.

Optique: TypeScript의 타입 추론으로 CLI 유효성 검사를 대체하기 - Slidev

"Optique는 TypeScript를 위한 타입 안전 조합형 CLI 파서 라이브러리로, “Parse, don't validate” 원칙에 따라 런타임 유효성 검사 대신 파서 구조 자체로 제약을 표현합니다. 이 발표에서는 의존적 옵션, 상호 배타적 옵션, 태그된 공용체라는 세 가지 핵심 패턴을 통해 Optique의 접근 방식을 소개합니다."

hongminhee.codeberg.page

9
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
AOE, Takashi @aoetk@fedibird.com
Public
Shared by GENKI

他のLLMサービスはこの手のプロンプトに対してガードレールを掛けているがGrokは違うのか

/ Grokが一般人の住所を晒し続ける：AIは“プライバシー”も破壊するのか？ | XenoSpectrum xenospectrum.com/grok-doxxing- [参照]

Grokが一般人の住所を晒し続ける：AIは“プライバシー”も破壊するのか？

Grokが一般人の住所を晒し続ける：AIは“プライバシー”も破壊するのか？ | XenoSpectrum

テクノロジー業界において「破壊的イノベーション」という言葉は称賛の意味で使われることが多い。しかし、Elon Musk氏率いるxAI社が開発したAIチャットボット「Grok」が現在引き起こしている事態は、文字通り個人のプライバシーと安全を「破壊」する危機的状況にある。

xenospectrum.com · XenoSpectrum

Link author: Y Kobayashi@masapoco@xenospectrum.com

0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
matsuu @matsuu@fedibird.com
Public
Shared by GENKI

GitHubからCodebergへの移行体験記。GitHub Actionsと同様のCIはあるものの、負荷が高いのであまりたくさん回さないでね、という記載があると。なるほど。
---
GitHub → Codeberg: my experience
eldred.fr/blog/forge-migration

GitHub → Codeberg: my experience

In which I talk about the process involved in switching forges, and how well that went.

eldred.fr · ISSOtm's warehouse

0
0
0
0
0
1
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0