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evaluation.py
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from typing import Optional
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from pydantic import BaseModel, Field
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class BaseEvaluationRequest(BaseModel):
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test_size: float = Field(0.2, ge=0.0, le=1.0, description="Size of the test split (between 0 and 1)")
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test_seed: int = Field(42, ge=0, description="Random seed for reproducibility")
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class TextEvaluationRequest(BaseEvaluationRequest):
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dataset_name: str = Field("QuotaClimat/frugalaichallenge-text-train",
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description="The name of the dataset on HuggingFace Hub")
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class ImageEvaluationRequest(BaseEvaluationRequest):
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dataset_name: str = Field("pyronear/pyro-sdis",
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description="The name of the dataset on HuggingFace Hub")
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class AudioEvaluationRequest(BaseEvaluationRequest):
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dataset_name: str = Field("rfcx/frugalai",
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description="The name of the dataset on HuggingFace Hub")
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