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Comprehensive Guide to Evaluating Large Language Models (LLM) Performance

Comprehensive Guide to Evaluating Large Language Models (LLM) Performance

Trelis Research via YouTube Direct link

Introduction to LLM Evaluation

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Introduction to LLM Evaluation

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Classroom Contents

Comprehensive Guide to Evaluating Large Language Models (LLM) Performance

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  1. 1 Introduction to LLM Evaluation
  2. 2 Understanding Evaluation Pipelines
  3. 3 Building a Demo Application
  4. 4 Creating Evaluation Datasets
  5. 5 Practical Evaluation Task / Question Development
  6. 6 Running and Analyzing Evaluations
  7. 7 Comparing LLM Model Performance using Evals
  8. 8 Conclusion and Next Steps

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