Artificial Intelligence Feed的动态

Stop Guessing and Measure Your RAG System to Drive Real Improvements Key metrics and techniques to elevate your retrieval-augmented generation performanceContinue reading on Towards Data Science ?... https://lnkd.in/esnZFJXe #AI #ML #Automation

How to Efficiently Approximate a Function of One or More Variables Use sparse grids and Chebyshev interpolants to build accurate approximations to multivariable functions.Continue reading on Towards Data Science ?... https://lnkd.in/eyYiGVKQ #AI #ML #Automation

Power Analysis, Demystified Deriving the Equation for Sample Size from First PrinciplesContinue reading on Towards Data Science ?... https://lnkd.in/d-836FzB #AI #ML #Automation

The Multi-Armed Bandit ProblemA Beginner-Friendly Guide Understanding the exploitation-exploration trade-off with an exampleContinue reading on Towards Data Science ?... https://lnkd.in/eBcH9yAJ #AI #ML #Automation

An Introduction to Quantile Loss, a.k.a. the Pinball Loss Learn the intuition behind the metric used to evaluate probabilistic forecastsContinue reading on Towards Data Science ?... https://lnkd.in/et4fUd7n #AI #ML #Automation

Function Calling: Fine-Tuning Llama 3 on xLAM Fast and memory-efficient thanks to QLoRAContinue reading on Towards Data Science ?... https://lnkd.in/dJtwcnHd #AI #ML #Automation

Torch Compile: 2x Faster Llama 3.2 with Low Effort But it will depend on your GPUContinue reading on Towards Data Science ?... https://lnkd.in/eDmYv44e #AI #ML #Automation

Shortest Path Algorithms: How to Use Data to Navigate and Optimize An Overview of Dijkstra’s Algorithm and Bellman-Ford AlgorithmContinue reading on Towards Data Science ?... https://lnkd.in/eequcGM8 #AI #ML #Automation

RAG Isnt Immune to LLM Hallucination How to measure how much of your RAG’s output is correctContinue reading on Towards Data Science ?... https://lnkd.in/e7GZttpq #AI #ML #Automation

How to Utilize ModernBERT and Synthetic Data for Robust Text Classification Learn how to fine-tune ModernBERT and create augmentations of text samplesContinue reading on Towards Data Science ?... https://lnkd.in/dVYU92k9 #AI #ML #Automation