Our agentic coding benchmark results are now an open dataset on Hugging Face
I've put our benchmark numbers on Hugging Face, as an open dataset with a small leaderboard Space on top, so anyone can pull the rows and argue with…
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The Hidden Backdoor Risk in "Uncensored" AI Models
Overview Plenty of people spin up public models from Hugging Face on a GPU cloud or their own GPU server without a second thought. "Uncensored" mode…
Gemma 4's MTP Drafter, Explained: Speculative Decoding and a 4-Bit Drafter at 60% of the Size
This article provides a step by step introduction to speculative decoding with Gemma 4's multi-token prediction (MTP) drafter, served by llama.cpp o…
GPT-6 Astra shipped; OpenAI's chief scientist now asks for a slowdown
Three days after OpenAI shipped GPT-6 Astra, which it calls "the world's most intelligent and aligned model", its chief scientist Jakub Pachocki pub…
HuggingFace's Large File Downloads Keep Stopping — Resuming with curl for Reliable Retrieval
📝 Originally published (in Japanese) at forge.workstyle.tech . Development of a Voice Conversion App: Overcoming Seed-VC Model Download Issues When…
16 Redesigning my Portfolio Website
Published on Aug 18, 2025 A New Era of AI-Powered Coding Begins I have installed Cursor on my laptop this weekend, and I am amazed at how much it sp…
Small in Code. Large in Behavior.
Neuroloq's attachment pipeline turns on one boundary that comes before transcription: whether to treat an upload as document-like at all, and only t…
Своя GPT-like LLM по WH40K с нуля. Часть 5: Интеграция с Hugging Face
Привет, Хабр! Меня зовут Владимир, и это пятая часть цикла статей по написанию и обучению небольшой decoder-only LLM с нуля. В прошлых частях мы соб…
Своя GPT-like LLM по WH40K с нуля. Часть 1: токенизируем Империум
Привет, Хабр! Меня зовут Владимир, и я давно хотел погрузиться во вселенную Warhammer40K. Для погружение во вселенную я решил обучить LLM на лоре Wa…
How I improved my fact-checker from F1 0.655 0.813 — what actually changed
I built a multilingual fact-checker using XLM-RoBERTa fine-tuned on the FEVER dataset. The first version hit F1 0.655. Not bad, but it kept misfirin…
git-commit-at: Generate conventional commit messages locally with AI (no API key needed)
We all know the commit history that looks like this: fix wip actually fix update FINAL fix AI tools can help, but most of them send your code diff t…
I built a 3B lease risk scanner that runs without an external LLM API
I built Lease Lens for the Hugging Face Build Small Hackathon . The idea is simple: most people sign contracts they do not really read. That is true…
How I Hosted a Production AI App for $10/Year — HuggingFace Spaces + Cloudflare Worker
The Problem Everyone Gets Wrong Every "deploy your AI app" tutorial sends you to Railway, Render, or Vercel. Railway gives you 512MB RAM — not enoug…