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Model Identity

Model identity provides essential identification and descriptive information for each model in no_llm.

Identity Fields

Field Type Description
id str Unique identifier for the model
name str Human-readable display name
version str Model version identifier
description str Detailed description of the model
creator str Organization or entity that created the model
model_api_name str | None Optional provider-specific API name

Usage Example

from no_llm.config.model import ModelIdentity

identity = ModelIdentity(
    id="gpt-4-turbo",
    name="GPT-4 Turbo",
    version="1.0",
    description="Advanced language model with improved performance",
    creator="OpenAI",
    model_api_name="gpt-4-0125-preview"  # Provider-specific name if different
)

Model ID vs API Name

The id field is no_llm's internal identifier, while model_api_name is used when the provider's API requires a different name. If model_api_name is not set, the id is used for API calls.

Versioning

Use semantic versioning in the version field to track model updates and ensure compatibility:

identity = ModelIdentity(
    id="gpt-4",
    version="1.2.3",  # major.minor.patch
    # ... other fields ...
)