pipeline - Labellerr

pipeline

A collection of 2 posts

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Machine Learning

How to Build an End-to-End ML Pipeline

This guide covers building an end-to-end ML pipeline in Python, from data preprocessing to model deployment, using Scikit-learn. It emphasizes automation, efficiency, and scalability with hands-on steps for data exploration, model selection, and prediction generation.

Setting Up Data Processing Pipeline For LLMs With Data-Juicer

Setting Up Data Pipeline For LLMs With Data-Juicer

Table of Contents 1. Introduction 2. How Can Data Be Gathered for LLMs? 3. Ensuring Data Quality 4. Data Processing Pipeline Challenges for LLMs 5. Introducing Data-Juicer 6. Reducing Manual Work with Data-Juicer 7. Conclusion 8. FAQ Introduction In the world of large language models (LLMs), the success lies in