from titans_pytorch.neural_memory import ( NeuralMemory, NeuralMemState, mem_state_detach ) from titans_pytorch.memory_models import ( MemoryMLP, MemoryAttention, FactorizedMemoryMLP, MemorySwiGluMLP, GatedResidualMemoryMLP ) from titans_pytorch.mac_transformer import ( MemoryAsContextTransformer )