Confident AI Blog

76 posts indexed since 2023

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35 ↑ vs 14 last year
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Post Details

76 matching posts

Title Author Published Words HN Pts
The Comprehensive LLM Safety Guide: Navigate AI regulations and Best Practices for LLM Safety Kritin Vongthongsri 2024-11-03 2,342 --
How to Jailbreak LLMs One Step at a Time: Top Techniques and Strategies Kritin Vongthongsri 2024-10-30 2,206 --
What is LLM Observability? - The Ultimate LLM Monitoring Guide Kritin Vongthongsri 2024-10-30 2,694 --
LLM Chatbot Evaluation Explained: Top Metrics and Testing Techniques Jeffrey Ip 2024-10-05 2,365 3
Leveraging LLM-as-a-Judge for Automated and Scalable Evaluation Jeffrey Ip 2024-09-24 2,508 --
LLM Benchmarks: Everything on MMLU, HellaSwag, BBH, and Beyond Kritin Vongthongsri 2024-08-19 2,266 1
The Comprehensive Guide to LLM Security Kritin Vongthongsri 2024-08-19 2,366 1
An Introduction to LLM Red Teaming Kritin Vongthongsri 2024-07-30 2,365 --
An Introduction to LLM Benchmarking Jeffrey Ip 2024-07-17 2,911 --
Evaluating LLM Systems: Essential Metrics, Benchmarks, and Best Practices Jeffrey Ip 2024-07-17 3,747 --
LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide Jeffrey Ip 2024-07-09 4,321 1
How to Build an LLM Evaluation Framework, from Scratch Jeffrey Ip 2024-06-24 2,342 2
LLM Testing in 2024: Top Methods and Strategies Jeffrey Ip 2024-06-24 1,958 1
Using LLMs for Synthetic Data Generation: The Definitive Guide Kritin Vongthongsri 2024-06-11 1,744 1
The Ultimate Guide to Fine-Tune LLaMA 3, With LLM Evaluations Jeffrey Ip 2024-04-19 1,691 --
RAG Evaluation: The Definitive Guide to Unit Testing RAG in CI/CD Jeffrey Ip 2024-04-14 1,722 4
How to Evaluate LLM Applications: The Complete Guide Jeffrey Ip 2024-04-06 2,312 --
What is Retrieval Augmented Generation (RAG)? Jeffrey Ip 2024-04-06 1,200 1
How to build a PDF QA chatbot using OpenAI and ChromaDB Jeffrey Ip 2024-04-06 1,275 --
Why we replaced Pinecone with PGVector Jeffrey Ip 2024-04-06 1,016 3
Building a customer support chatbot using GPT-3.5 and lLamaIndex Jeffrey Ip 2024-04-06 1,329 --
Generating synthetic data with LLMs - Part 1 Jeffrey Ip 2024-04-06 793 --
A Gentle Introduction to LLM Evaluation Jeffrey Ip 2024-04-06 1,883 --
A Step-By-Step Guide to Evaluating an LLM Text Summarization Task Jeffrey Ip 2024-04-06 1,443 3
Become a Prompt Artist: Understanding the Midjourney LLM Jeffrey Ip 2024-04-06 1,700 --
Why OpenAI Assistants is a Big Win for LLM Evaluation Jeffrey Ip 2024-04-06 1,169 --