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G-Eval for LLM Evaluation
LLM-as-a-judge evaluators have gained widespread adoption due to their flexibility, scalability, and close alignment with human judgment. They excel at…
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Build Multi-Index Advanced RAG Apps
Welcome to Lesson 12 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
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Build a scalable RAG ingestion pipeline using 74.3% less code
Welcome to Lesson 11 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
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BERTScore For LLM Evaluation
Introduction BERTScore represents a pivotal shift in LLM evaluation, moving beyond traditional heuristic-based metrics like BLEU and ROUGE to a…
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Building ClaireBot, an AI Personal Stylist Chatbot
Follow the evolution of my personal AI project and discover how to integrate image analysis, LLM models, and LLM-as-a-judge evaluation…
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Perplexity for LLM Evaluation
Perplexity is, historically speaking, one of the “standard” evaluation metrics for language models. And while recent years have seen a…
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OpenAI Evals: Log Datasets & Evaluate LLM Performance with Opik
OpenAI’s Python API is quickly becoming one of the most-downloaded Python packages. With an easy-to-use SDK and access to…
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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,…
Category: Tutorials
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