Category: Tutorials

Fabrício Ceolin

August 30, 2024

Comet Community Hub, LLMOps, Machine Learning, Tutorials

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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Paul Iusztin
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Decoding ML

July 31, 2024

Comet Community Hub, LLMOps, Tutorials

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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Nikolas Laskaris
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Thomas Fan

July 29, 2024

Comet Community Hub, Industry, Integrations, Machine Learning, Product, Tutorials

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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Paul Iusztin
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Decoding ML

July 23, 2024

LLMOps, Machine Learning, Tutorials

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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Paul Iusztin
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Decoding ML

July 9, 2024

LLMOps, Machine Learning, Tutorials

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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Paul Iusztin
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Decoding ML

June 21, 2024

Tutorials

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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Paul Iusztin
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Decoding ML

May 20, 2024

LLMOps, Machine Learning, Tutorials

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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Paul Iusztin
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Decoding ML

May 10, 2024

LLMOps, Machine Learning, Tutorials

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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Paul Iusztin
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Decoding ML

April 24, 2024

LLMOps, Machine Learning, Tutorials

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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Paul Iusztin
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Decoding ML

April 15, 2024

LLMOps, Machine Learning, Tutorials

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…
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