""" Part 1: Mixture of Experts (MoE) Module Drop-in replacement for transformer feed-forward networks with 5 architectural ablations. """ from .config import TransformerConfig from .moe import MoE, MLP, Expert from .model import Transformer, CausalSelfAttention, TransformerBlock from .dataset import build_or_load_tokenizer, TranslationDataset, collate_fn from .train import evaluate_and_extract_heatmaps, save_expert_heatmap __all__ = [ "TransformerConfig", "MoE", "MLP", "Expert", "Transformer", "CausalSelfAttention", "TransformerBlock", "build_or_load_tokenizer", "TranslationDataset", "collate_fn", "evaluate_and_extract_heatmaps", "save_expert_heatmap", ]