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45 lines
2.6 KiB
YAML
45 lines
2.6 KiB
YAML
# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: G-Eval criteria-based evaluation of LLM responses
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prompts:
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- 'Hello! How are you?'
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providers:
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- openai:gpt-4.1-mini
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tests:
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- assert: # Calculate score for one criteria only
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- type: g-eval
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value: >-
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Coherence - the collective quality of all sentences. We align this
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dimension with the DUC quality question of structure and coherence
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whereby "the reply should be well-structured and well-organized. The
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reply should not just be a heap of related information, but should
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build from sentence to a coherent body of information about a topic."
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- assert:
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- type: g-eval
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value: >-
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Consistency - the factual alignment between the reply and the source.
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A factually consistent reply contains only statements that are
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entailed by the source document. Annotators were also asked to
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penalize replies that contained hallucinated facts.
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- assert:
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- type: g-eval
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value: >-
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Fluency - the quality of the reply in terms of grammar, spelling,
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punctuation, word choice, and sentence structure.
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- assert:
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- type: g-eval
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value: >-
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Relevance - selection of important content for the source. The reply
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should include only important information for the source document.
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Annotators were instructed to penalize replies which contained
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redundancies and excess information.
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- assert: # Calculate average score among all criterias
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- type: g-eval
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value:
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- Coherence - the collective quality of all sentences. We align this dimension with the DUC quality question of structure and coherence whereby "the reply should be well-structured and well-organized. The reply should not just be a heap of related information, but should build from sentence to a coherent body of information about a topic."
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- Consistency - the factual alignment between the reply and the source. A factually consistent reply contains only statements that are entailed by the source document. Annotators were also asked to penalize replies that contained hallucinated facts.
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- Fluency - the quality of the reply in terms of grammar, spelling, punctuation, word choice, and sentence structure.
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- Relevance - selection of important content for the source. The reply should include only important information for the source document. Annotators were instructed to penalize replies which contained redundancies and excess information.
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