--- title: Multi-Label Text Classification with Scikit-LLM | daily.dev description: A practical walkthrough on performing multi-label text classification using scikit-LLM and a free Groq-hosted LLM, without labeled training data. The tutorial... canonical: https://daily.dev/posts/multi-label-text-classification-with-scikit-llm-hckc9fpmr twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Multi-Label Text Classification with Scikit-LLM | daily.dev og:description: A practical walkthrough on performing multi-label text classification using scikit-LLM and a free Groq-hosted LLM, without labeled training data. The tutorial... og:url: https://daily.dev/posts/multi-label-text-classification-with-scikit-llm-hckc9fpmr og:image: https://api.daily.dev/og/posts/hcKC9fpmr.png og:image:alt: Multi-Label Text Classification with Scikit-LLM og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Multi-Label Text Classification with Scikit-LLM **[Machine Learning Mastery](https://daily.dev/sources/mlm)** · 5 min read · 1 upvotes · 0 comments ## Summary A practical walkthrough on performing multi-label text classification using scikit-LLM and a free Groq-hosted LLM, without labeled training data. The tutorial covers setting up scikit-LLM with a Groq API key, loading the go_emotions dataset from Hugging Face, defining a label set, and running zero-shot multi-label sentiment predictions using a scikit-learn-style workflow via the MultiLabelZeroShotGPTClassifier class. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Scikit-LLM vs. Traditional Text Classifiers: When Should You Use an LLM?](https://daily.dev/posts/scikit-llm-vs-traditional-text-classifiers-when-should-you-use-an-llm--p02kqzqrv) · Machine Learning Mastery · 0 upvotes · 0 comments - [Building an End-to-End Sentiment Analysis Pipeline with Scikit-LLM](https://daily.dev/posts/building-an-end-to-end-sentiment-analysis-pipeline-with-scikit-llm-dh45aqfbd) · Machine Learning Mastery · 2 upvotes · 0 comments - [Using Scikit-LLM with Open-Source LLMs](https://daily.dev/posts/using-scikit-llm-with-open-source-llms-bpsvptwhb) · Machine Learning Mastery · 2 upvotes · 0 comments - [Scikit-Ollama for Scikit-LLM/Ollama Integration](https://daily.dev/posts/scikit-ollama-for-scikit-llm-ollama-integration-maebustyp) · Machine Learning Mastery · 2 upvotes · 0 comments - [Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces](https://daily.dev/posts/interpretable-text-classification-probing-scikit-llm-embedding-spaces-srf0adjft) · Machine Learning Mastery · 0 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#nlp](https://daily.dev/tags/nlp) [View this post on daily.dev](https://daily.dev/posts/multi-label-text-classification-with-scikit-llm-hckc9fpmr) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Multi-Label Text Classification with Scikit-LLM","url":"https://daily.dev/posts/multi-label-text-classification-with-scikit-llm-hckc9fpmr","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/multi-label-text-classification-with-scikit-llm-hckc9fpmr"},"datePublished":"2026-06-11T12:46:32.446Z","dateModified":"2026-06-11T12:46:53.561Z","description":"A practical walkthrough on performing multi-label text classification using scikit-LLM and a free Groq-hosted LLM, without labeled training data. 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