LLM Evaluation Articles

Page 2 of 2 (24 articles)

3/5/2024 • EN

A tutorial on evaluating Large Language Models using Hugging Face's Lighteval library on Amazon SageMaker, focusing on benchmarks like TruthfulQA.

Amazon Sagemaker benchmarking Hugging Face Lighteval LLM Evaluation

3/4/2024 • EN

A technical paper exploring the causes, measurement, and mitigation strategies for hallucinations in Large Language Models (LLMs).

AI Safety Hallucination Mitigation large language models LLM Evaluation Model Alignment

10/30/2023 • EN

A hands-on guide to evaluating LLMs and RAG systems using Langchain and Hugging Face, covering criteria-based and pairwise evaluation methods.

Gpt 4 Hugging Face Langchain LLM Evaluation Rag

9/3/2023 • EN

Explores methods for evaluating abstractive text summaries and detecting hallucinations, covering key dimensions and metrics like NLI and QA.

Abstractive Summarization Hallucination Detection LLM Evaluation Natural Language Inference Question Answering

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