File size: 984 Bytes
239d4ec | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | import numpy as np
from pathlib import Path
from ...logger import logger
from ...config import load_config
from ..energy.free_energy import FreeEnergyEngine
_cfg = load_config()
class EvolutionaryLoRA:
def __init__(self, brain):
self.brain = brain
self.free_energy_engine = FreeEnergyEngine()
self.out_path = Path(_cfg["storage_root"]) / "storage" / "lora_delta_evo.json"
def run_generation(self) -> None:
# Simulated local teacher-forcing evaluation
fake_logprob = -np.random.rand()
self.free_energy_engine.ingest_observation(fake_logprob)
if self.free_energy_engine.free_energy < 0.5:
self.out_path.parent.mkdir(parents=True, exist_ok=True)
self.out_path.touch()
logger.info(f"LoRA improvement kept (free-energy={self.free_energy_engine.free_energy:.3f})")
else:
logger.info(f"LoRA discarded (free-energy={self.free_energy_engine.free_energy:.3f})")
|