Когда один пайплайн решает слишком много задач Чем больше задач решает один пайплайн, тем больше настройки обрастают условиями, эксперименты конкурируют за общие слоты, а вклад конкретной механики труднее оценить. Инженеры AI VK стали использовать стримы — отдельные пайплайны под конкретные задачи, собранные из общих компонентов. Один запрос проходит через несколько стримов, а их результаты объединяются в одну выдачу. В статье разбираем, как стримы упрощают разработку и эксперименты, и как оптимизации помогают эффективнее использовать ресурсы. Читать на Хабре
Startups1 min read
From the original source:
Telegram — AI Machine Learning Big Data
Read full article at Telegram — AI Machine Learning Big DataWhen one pipeline solves too many problems
When one pipeline solves too many problems The more problems one pipeline solves, the more settings become cluttered, experiments compete for shared slots, and the contribution of specific mechanics becomes more difficult to evaluate. AI VK engineers began to use streams - separate pipelines...
Telegram — AI Machine Learning Big DataBy: MachinelearningOctober 21, 2026 (23 hours ago)
Available in 4 languagesAI Summary & Key Takeaways
- When one pipeline solves too many problems The more problems one pipeline solves, the more settings become cluttered, experiments compete for shared slots, and the contribution of specific mechanics becomes more difficult to evaluate
- AI VK engineers began to use streams - separate pipelines...
Startups
KZ·AI 3CE5Инсайт дня
When one pipeline solves too many problems
Full text available in Russian
Related stories
Startups1 min
PHP: The three little letters wreaking havoc across the web
Two vulnerabilities found in the programming language PHP put enormous swaths of the internet in danger. By some accounts, up to 70 percent of websites use PHP in some capacity. It powers Wikipedia, WordPress, Drupal, and a host of other popular sites and platforms, including…
The Verge — AI
Spotify’s current AI bet is about being the music service that agents choose
Spotify co-CEO Gustav Söderström explains why the rise of AI agents could be good news for the music service.
TechCrunch — AI
Startups1 min
Hideo Kojima criticized social networks and AI for influencing the perception of video games
🎮 Hideo Kojima criticized social networks and AI for influencing the perception of video games The creator of Death Stranding believes that many people form opinions about games without even launching them, but simply repeating other people's comments from social networks. As an example, he cited Death Stranding, which is often...
Telegram — GPT Time | Нейросети | ИИ
Last chance to pick up Google AI Pro: we're giving away 20 subscriptions
Last chance to grab Google AI Pro: we're giving away 20 subscriptions ⠀ The Google AI Pro promotion is coming to an end, and we don't want you to miss it. ⠀ Gemini doesn’t have the strongest models on the market, but they are strong: they parse videos and huge documents, write code and hold complex ones for hours...
Telegram — Paragon | Нейросети и ИИ