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- Remove redundant check for CUSTOM_BASE_URL_PROVIDERS - Consolidate model name prefix logic into single code path - Move prefix retrieval after model name validation - Improve code clarity by eliminating unnecessary conditional branches - Maintain backward compatibility with existing model name formats