• Evaluation Techniques for Large Language Models🔍
• Large language model applications for evaluation🔍
• How to Evaluate Large Language Models🔍
• Evaluating the Effectiveness of LLM|Evaluators 🔍
• Evaluation for Large Language Models and Generative AI🔍
• Opinion on AI evaluators for Large Language Model apps?🔍
• Retrieval|Augmented Large Language Model for Ophthalmology🔍
• Evaluation of Different Large Language Model Agent Frameworks ...🔍

Evaluation Techniques for Large Language Models - YouTube

Speaker: Rajiv Shah: Machine Learning Engineer, Hugging Face Large language models (LLMs) represent an exciting trend in AI, with many new ...

Large language model applications for evaluation: Opportunities ...

Large language models (LLMs) are a type of generative artificial intelligence (AI) designed to produce text-based content.

How to Evaluate Large Language Models | Built In

During training and fine-tuning, ground truth (indisputable fact) examples exist, allowing the use of traditional evaluation methods not ...

Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)

LLM-evaluators, also known as “LLM-as-a-Judge”, are large language models (LLMs) that evaluate the quality of another LLM's response to an instruction or query.

Evaluation for Large Language Models and Generative AI - YouTube

Evaluation for Large Language Models and Generative AI - A Deep Dive Notebooks and additional resources: ...

Opinion on AI evaluators for Large Language Model apps? - Reddit

Opinion on AI evaluators for Large Language Model apps? ... Hi there! I was building LLM apps and it felt really crazy that we were just adding a ...

Retrieval-Augmented Large Language Model for Ophthalmology

This quality improvement study discusses the challenges of knowledge inaccuracies and data privacy issues when using large language models ...

Evaluation of Different Large Language Model Agent Frameworks ...

This paper evaluates Large Language Models (LLMs) ability to support engineering tasks. Reasoning frameworks such as agents and multi-agents are described and ...

Large Language Model Evaluation: 5 Methods - Research AIMultiple

Models trained as Large Language Models (LLMs) undergo fine-tuning processes using suitable methodologies on benchmark datasets. A typical ...

Build a custom LLM evaluator from scratch using the Llama 3 model ...

In the rapidly evolving field of artificial intelligence, accurately evaluating Large Language Models (LLMs) is crucial for their efficacy ...

LLM-Guided Evaluation Experiment - Arthur AI

What are the common challenges in evaluating large language models? Common challenges include ensuring the diversity and representativeness ...

Evaluate LLMs and RAG a practical example using Langchain and ...

In this post, we looked at practical methods for evaluating large language models using Langchain. Criteria-based evaluation allows us to check models against ...

Evaluation of Large Language Models in Clinical Reasoning

This presentation, presented on Tuesday, October 3rd, 2023 was part of the 2023 Ted Rogers Centre Heart Failure Symposium.

Using LLMs for Evaluation - by Cameron R. Wolfe, Ph.D.

As large language models (LLMs) have become more and more capable, one of the most difficult aspects of working with these models is ...

A Preliminary Study on How to Evaluate Large Language Models

Recently, the evaluation of Large Language Models has emerged as a popular area of research. The three crucial questions for LLM evaluation are “what, where ...

Evaluating Large Language Models: A Technical Guide - Unite.AI

... large language models, including task metrics, benchmarks, self-evaluation, and human testing. It provides key insights on the pros and cons ...

dependentsign/Awesome-LLM-based-Evaluators - GitHub

In the realm of evaluating large language models, automated LLM-based evaluations have emerged as a scalable and efficient alternative to human evaluation. This ...

Auto-Evaluator

Next word prediction is an effective training objective because it is a simple objective that can be applied to language models, which have existed for a long ...

Evaluating Large Language Models (LLM) | by Prachi Gopalani

Discover how advanced evaluation techniques and key benchmarks ensure large language models (LLMs) deliver effective, accurate, and safe real-world ...

hallenges in Language Model Evaluations: Insights and Tips

Evaluating large language models (LLMs) requires multidimensional strategies to assess coherence, accuracy, and fluency. Explore key benchmarks, ...