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Student seeks local AI models for social risk detection in Italian documents

A university student is seeking advice on setting up a local AI pipeline to identify "social risk" factors in Italian government documents for a course assignment. The student has access to four A100 GPUs for a month and is considering tasks such as PII cleansing, recognizing classifiers like unemployment or homelessness, scoring, and RAG with a knowledge graph. They are looking for suggestions on suitable local models, especially given the Italian language corpus and potential lack of annotated data for fine-tuning. AI

RANK_REASON User asking for advice on a personal project, not a significant industry event.

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

Student seeks local AI models for social risk detection in Italian documents

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/olddoglearnsnewtrick ·

    Please advise local models for university assignment on 'social risk'

    <!-- SC_OFF --><div class="md"><p>My professor challenged me with a rather vague assignment of setting up a pipeline to flag some government issues written documents for 'social risk' determinants.</p> <p>The only clear requirement is that the pipeline must be completely local an…