# Copyright 2025 Radical Numerics Inc. # # This source code is licensed under the Apache License, Version 2.0, found in the # LICENSE file in the root directory of this source tree. """ Radical Numerics Diffusion (RND1) - Diffusion-based Language Model. """ from .configuration_rnd import RND1Config from .modeling_rnd import ( RND1LM, RND1Model, RND1PreTrainedModel, RND1Attention, RND1DecoderLayer, RND1SparseMoeBlock, ) from .generation_config import RND1GenerationConfig from .generation_utils import RND1GenerationMixin from .sampling import ( diffusion_sample, apply_top_k_filtering, apply_top_p_filtering, ) from .terminal_visualizer import TerminalVisualizer, SimpleProgressBar __version__ = "0.1.0" __all__ = [ "RND1Config", "RND1GenerationConfig", "RND1LM", "RND1Model", "RND1PreTrainedModel", "RND1Attention", "RND1DecoderLayer", "RND1SparseMoeBlock", "RND1GenerationMixin", "TerminalVisualizer", "SimpleProgressBar", ] # Register with HuggingFace Auto classes for local usage try: from transformers import AutoConfig, AutoModel, AutoModelForMaskedLM AutoConfig.register("rnd1", RND1Config) AutoModel.register(RND1Config, RND1Model) AutoModelForMaskedLM.register(RND1Config, RND1LM) except ImportError: # transformers not available or Auto classes not imported pass