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nirbarazida
/
promptfoo
mirror of https://github.com/promptfoo/promptfoo

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promptfooconfig.yaml 1.8 KB
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  1. # yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
    2. 

  2. description: Image Classification Example of Fashion MNIST dataset
    3. 

  3. providers:
    4. 

  4.   - openai:chat:gpt-4o
    5. 

  5.   - openai:chat:gpt-4o-mini
    6. 

  6. prompts:
    7. 

  7.   - label: Image Classification
    8. 

  8.     raw: file://prompt.js
    9. 

  9.     config:
    10. 

  10.       response_format:
    11. 

  11.         type: json_schema
    12. 

  12.         json_schema:
    13. 

  13.           name: image_classification
    14. 

  14.           schema:
    15. 

  15.             type: object
    16. 

  16.             properties:
    17. 

  17.               classification:
    18. 

  18.                 type: string
    19. 

  19.                 enum:
    20. 

  20.                   [
    21. 

  21.                     'T-shirt/top',
    22. 

  22.                     'Trouser',
    23. 

  23.                     'Pullover',
    24. 

  24.                     'Dress',
    25. 

  25.                     'Coat',
    26. 

  26.                     'Sandal',
    27. 

  27.                     'Shirt',
    28. 

  28.                     'Sneaker',
    29. 

  29.                     'Bag',
    30. 

  30.                     'Ankle boot',
    31. 

  31.                   ]
    32. 

  32.               color:
    33. 

  33.                 type: string
    34. 

  34.               features:
    35. 

  35.                 type: string
    36. 

  36.               style:
    37. 

  37.                 type: string
    38. 

  38.               confidence:
    39. 

  39.                 type: integer
    40. 

  40.               reasoning:
    41. 

  41.                 type: string
    42. 

  42.             required:
    43. 

  43.               - classification
    44. 

  44.               - color
    45. 

  45.               - features
    46. 

  46.               - style
    47. 

  47.               - confidence
    48. 

  48.               - reasoning
    49. 

  49.             additionalProperties: false
    50. 

  50. defaultTest:
    51. 

  51.   assert:
    52. 

  52.     - type: is-json
    53. 

  53.       value:
    54. 

  54.         type: object
    55. 

  55.         properties:
    56. 

  56.           classification:
    57. 

  57.             type: string
    58. 

  58.           color:
    59. 

  59.             type: string
    60. 

  60.           features:
    61. 

  61.             type: string
    62. 

  62.           style:
    63. 

  63.             type: string
    64. 

  64.           confidence:
    65. 

  65.             type: integer
    66. 

  66.           reasoning:
    67. 

  67.             type: string
    68. 

  68.     - type: javascript
    69. 

  69.       value: 'output.classification === context.vars.label'
    70. 

  70.       metric: accuracy
    71. 

  71. 

  72. tests: file://fashion_mnist_sample_base64.csv
    73.
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Select bucket
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Access key (If needed)

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Delete Storage Key

Are you sure you want to delete this access key?

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