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""" | |
Configuration management for SmolLM3 fine-tuning | |
""" | |
import os | |
import sys | |
import importlib.util | |
from typing import Any | |
# Add the project root to Python path | |
project_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) | |
if project_root not in sys.path: | |
sys.path.insert(0, project_root) | |
# Add config directory to path | |
config_dir = os.path.join(project_root, 'config') | |
if config_dir not in sys.path: | |
sys.path.insert(0, config_dir) | |
try: | |
from config.train_smollm3 import SmolLM3Config, get_config as get_default_config | |
except ImportError: | |
# Fallback: try direct import | |
import sys | |
sys.path.insert(0, os.path.join(project_root, 'config')) | |
from train_smollm3 import SmolLM3Config, get_config as get_default_config | |
def get_config(config_path: str) -> SmolLM3Config: | |
"""Load configuration from file or return default""" | |
if os.path.exists(config_path): | |
# Load from file if it exists | |
spec = importlib.util.spec_from_file_location("config_module", config_path) | |
config_module = importlib.util.module_from_spec(spec) | |
spec.loader.exec_module(config_module) | |
if hasattr(config_module, 'config'): | |
return config_module.config | |
else: | |
# Try to find a config class | |
for attr_name in dir(config_module): | |
attr = getattr(config_module, attr_name) | |
if isinstance(attr, SmolLM3Config): | |
return attr | |
# Return default configuration | |
return get_default_config(config_path) |