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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 Warh…

llmgpttransformerspytorchnlpbpehuggingfacedatasetpretrainingpython
Habr Jul 9, 2026, 06:11 UTC
EN

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 misfiring …

machinelearningnlphuggingfacepython
Dev.to Jun 21, 2026, 01:31 UTC
EN

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 to …

aihuggingfacebuildsmallhackathon
Dev.to Jun 15, 2026, 22:20 UTC
EN

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 f…

aimachinelearninghuggingfaceopensource
Dev.to Jun 14, 2026, 19:36 UTC
RU

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 инт…

arch linuxllama.cppollamaqwen3.6gemma4githubhuggingfaceintel arc b580
Habr Jun 10, 2026, 10:28 UTC
EN

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 enough …

devopsdockeropensourcehuggingface
Dev.to May 28, 2026, 05:10 UTC

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