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Building a Low-Cost Local LLM Server to Run 70 Billion Parameter Models
A guest post from Fabrício Ceolin, DevOps Engineer at Comet. Inspired by the growing demand for large-scale language models, Fabrício…
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The Ultimate Prompt Monitoring Pipeline
Welcome to Lesson 10 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how…
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How to Use Comet’s New Integration with Union & Flyte
In the machine learning (ML) and artificial intelligence (AI) domain, managing, tracking, and visualizing model training processes, especially at scale,…
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Beyond Proof of Concept: Building RAG Systems That Scale
Welcome to Lesson 9 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…
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The Engineer’s Framework for LLM & RAG Evaluation
Welcome to Lesson 8 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…
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8B Parameters, 1 GPU, No Problems: The Ultimate LLM Fine-tuning Pipeline
Welcome to Lesson 7 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…
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Turning Raw Data Into Fine-Tuning Datasets
Welcome to Lesson 6 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…
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The 4 Advanced RAG Algorithms You Must Know to Implement
Welcome to Lesson 5 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use LLMs,…
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SOTA Python Streaming Pipelines for Fine-tuning LLMs and RAG – in Real-Time!
Welcome to Lesson 4 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
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I Replaced 1000 Lines of Polling Code with 50 Lines of CDC Magic
Welcome to Lesson 3 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…