space-glue 0.1.0

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SpaCE-GLUE

Configuration (config.yaml)

This project reads runtime settings from a YAML configuration file. The following documents the recommended format, the expected data types, which fields are required, and default values used by the code when a field is omitted.

• Top-level keys (summary)

  • model (required): Mapping describing the model class and constructor parameters.
  • datasets (required, non-empty): Sequence of dataset entries to evaluate.
  • evaluation (optional): Settings for evaluation / results handling.
  • logging (optional): Logging configuration.

• Any string value set precisely in the form ${VAR_NAME} will be resolved from the environment when the config is loaded. The loader calls load_dotenv() so values from a .env file are also considered. If the environment variable is not set, config loading will raise ValueError.

• The model´s and each dataset entry's class is expected to be a full import path string (e.g. package.module.ClassName). The runner will call the configured loader to import and instantiate classes using the params mapping.

model (required)

• Type: mapping/dict
• Structure (recommended):

model:
  class: "models.openai_model.OpenAIModel"  # string, required: full import path to model class
  params:                                   # mapping of constructor args (optional)
    name: "gpt-4"
    base_url: "https://api.openai.com/v1"
    api_key: "${OPENAI_API_KEY}"
    temperature: 0.7

datasets (required, non-empty)

• Type: sequence (list) of mappings
• Each entry (recommended format):

datasets:
  - class: "data.example_dataset.ExampleDataset"  # string, required: full import path to dataset class
    params:                                       # mapping of constructor args (optional)
      limit: 20                                    

evaluation (optional)

• Type: mapping/dict
• Defaults:
  • results_dir: string, default: "results"
  • batch_size: int, default: 1
  • runs: list[int], default: [1] * len(datasets)
  • inference: Bool flag; default true.
  • scoring: Bool flag; default true.

Example:

evaluation:
  results_dir: "my_results"
  batch_size: 1
  runs: [3]
  inference: false
  scoring: true

logging (optional)

• Type: mapping/dict
• Defaults:
  • level: string, default: "INFO" (e.g. "DEBUG", "INFO", "WARNING", "ERROR")
  • format: string, default: "%(asctime)s - %(levelname)s - %(message)s"
  • file: string, optional (if provided, logs are written to this file)

Example:

logging:
  level: "INFO"
  format: "%(asctime)s - %(levelname)s - %(message)s"
  file: SpaCE-GLUE.log