refactor(configs): remove unused settings

mini-nav/configs/models.py

@@ -19,42 +19,17 @@ class ModelConfig(BaseModel):
 
     name: str = "facebook/dinov2-large"
     compression_dim: int = Field(
-        default=256, gt=0, description="Output feature dimension"
+        default=512, gt=0, description="Output feature dimension"
     )
-    pooling_type: PoolingType = PoolingType.ATTENTION
-    top_k_ratio: float = Field(
-        default=0.5, ge=0, le=1, description="Ratio of tokens to keep"
-    )
-    hidden_ratio: float = Field(
-        default=2.0, gt=0, description="MLP hidden dim as multiple of compression_dim"
-    )
-    dropout_rate: float = Field(
-        default=0.1, ge=0, le=1, description="Dropout probability"
-    )
-    use_residual: bool = True
     device: str = "auto"
 
 
-class VisualizationConfig(BaseModel):
-    """Configuration for visualization settings."""
-
-    model_config = ConfigDict(extra="ignore")
-
-    plot_theme: str = "plotly_white"
-    color_scale: str = "viridis"
-    point_size: int = Field(default=8, gt=0)
-    fig_width: int = Field(default=900, gt=0)
-    fig_height: int = Field(default=600, gt=0)
-
-
 class OutputConfig(BaseModel):
     """Configuration for output settings."""
 
     model_config = ConfigDict(extra="ignore")
 
     directory: Path = Path(__file__).parent.parent.parent / "outputs"
-    html_self_contained: bool = True
-    png_scale: int = Field(default=2, gt=0)
 
     @field_validator("directory", mode="after")
     def convert_to_absolute(cls, v: Path) -> Path:
@@ -67,11 +42,10 @@ class OutputConfig(BaseModel):
         return Path(__file__).parent.parent.parent / v
 
 
-class FeatureCompressorConfig(BaseModel):
+class Config(BaseModel):
     """Root configuration for the feature compressor."""
 
     model_config = ConfigDict(extra="ignore")
 
     model: ModelConfig
-    visualization: VisualizationConfig
     output: OutputConfig