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73 lines
1.8 KiB
YAML
73 lines
1.8 KiB
YAML
# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: Image Classification Example of Fashion MNIST dataset
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providers:
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- openai:chat:gpt-4o
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- openai:chat:gpt-4.1-mini
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prompts:
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- label: Image Classification
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raw: file://prompt.js
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config:
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response_format:
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type: json_schema
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json_schema:
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name: image_classification
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schema:
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type: object
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properties:
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classification:
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type: string
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enum:
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[
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'T-shirt/top',
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'Trouser',
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'Pullover',
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'Dress',
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'Coat',
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'Sandal',
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'Shirt',
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'Sneaker',
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'Bag',
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'Ankle boot',
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]
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color:
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type: string
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features:
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type: string
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style:
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type: string
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confidence:
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type: integer
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reasoning:
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type: string
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required:
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- classification
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- color
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- features
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- style
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- confidence
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- reasoning
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additionalProperties: false
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defaultTest:
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assert:
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- type: is-json
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value:
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type: object
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properties:
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classification:
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type: string
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color:
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type: string
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features:
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type: string
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style:
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type: string
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confidence:
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type: integer
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reasoning:
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type: string
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- type: javascript
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value: 'output.classification === context.vars.label'
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metric: accuracy
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tests: file://fashion_mnist_sample_base64.csv
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