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Comet Product Releases December 2024
Each layer of visibility into your training and debugging workflows builds confidence that your models will work reliably in production.…
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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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Structured Generation for LLM-as-a-Judge Evaluations
For the past few months, I’ve been working on LLM-based evaluations (”LLM-as-a-Judge” metrics) for language models. The results have so…
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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…
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Meet Opik: Your New Tool to Evaluate, Test, and Monitor LLM Applications
Today, we’re thrilled to introduce Opik – an open-source, end-to-end LLM development platform that provides the observability tools you need…
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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…
Run open source LLM evaluations with Opik!
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Comet Blog
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From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta
At Comet, we’re driven by a commitment to advance innovation in AI, particularly in the realm of LLM observability. Our…
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