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Русский(RU) Как мы внедряли LLM в модерацию Авито Привет! Меня зовут Руслан Сакаев , я DS-тимлид в Авито . В статье расскажу, как мы внедряли LLM в проверки объявлений и чт

Avito.ru integrates LLMs into content moderation with custom infrastructure

By PulseAugur Editorial · [1 sources] ·

Avito.ru, a Russian e-commerce platform, has integrated Large Language Models (LLMs) into its content moderation process. The company's DS-team lead, Ruslan Sakaev, detailed the implementation, highlighting the necessary surrounding infrastructure to ensure the LLM solution's production readiness. This approach is particularly relevant for DS/ML engineers, MLOps professionals, and technical leaders seeking to deploy LLMs for practical applications. AI

IMPACT Demonstrates practical application of LLMs for content moderation in e-commerce, offering insights for production deployment.

RANK_REASON Article details the implementation of an LLM into an existing product's workflow, rather than a new model release or core research.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Avito.ru integrates LLMs into content moderation with custom infrastructure

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Article details the implementation of an LLM into an existing product's workflow, rather than a new model release or core research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
12 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 Русский(RU) · [email protected] ·

    How we implemented LLM in Avito moderation. Hi! My name is Ruslan Sakaev, I am a DS team lead at Avito. In the article, I will tell you how we implemented LLM in ad checks and what

    Как мы внедряли LLM в модерацию Авито Привет! Меня зовут Руслан Сакаев , я DS-тимлид в Авито . В статье расскажу, как мы внедряли LLM в проверки объявлений и что пришлось достроить вокруг модели, чтобы решение выдержало продакшен. Статья будет полезна DS/ML-инженерам, MLOps и тех…

    LINKS habr.com/…/1095230

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