PDI Gen AI Evaluator

Unleash the Full Potential of Your Gen AI Application with Confidence!

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Why Evaluate?

Large Language Models (LLMs) are powerful tools, but understanding their performance is crucial. Our rigorous evaluation process helps you:
 
  • Assess Efficacy: Understand how well your Gen AI application performs.
  • Detect Hallucinations: Evaluate the likelihood of incorrect or nonsensical outputs.
  • Benchmark Against Standards: Measure your LLM performance on established metrics.
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Key Metrics

  • Faithfulness: How closely does your LLM-generated content align with the input context?
  • Answer Relevancy: Are the responses relevant and accurate?
  • Context Precision: Does the LLM maintain context coherence?
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Benchmarks

  • MMLU (Maximum Memory Language Understanding): Assess memory limitations.
  • ARC (AI2 Reasoning Challenge): Test reasoning abilities.
  • GLUE (General Language Understanding Evaluation): Evaluate overall performance.

 

Use the latest LLM-evaluation frameworks such as TruLens and Ragas to evaluate your LLM-based application.

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