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…
Training FLUX.2 and Kolors LoRAs on a space dataset
Originally published on khadim.tech . In short: A space-themed image generation project: a dataset of 1,964 image-caption pairs from NASA, Wallhaven…
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…
Проверка теории улучшения результата LoRA файн‑тюнинга на «умных» слоях
При LoRA‑дообучении адаптеры обычно применяются ко всем слоям модели, хотя активность разных слоев во время обработки промпта заметно разл…
[Перевод] Маршрутизация моделей кажется простой задачей. Но только до продакшна
Маршрутизация языковых моделей кажется достаточно тривиальной задачей: простые запросы уходят дешевым моделям, сложные — дорогим. Еще можно вы…
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…
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…
Локальные LLM на Arch Linux и как увеличить скорость генерации в 20 раз
Приветствую всех читателей Хабра, в этой статье я хочу поделиться своим опытом в запуске локальных LLM, протестировать работоспособность и…
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…