module table of contents

"""

nnll_01 - name, readout, wrapper, debug_message, debug_monitor, info_monitor

nnll_04 - metadata_from_safetensors

nnll_05 - attempt_file_open, metadata_from_gguf, create_gguf_reader, gguf_check, create_llama_parser

nnll_07 - of, add_component, Component, add_architecture, to_dict, Architecture, structure

nnll_08 - soft_random, hard_random, seed_planter

nnll_09 - encode_prompt

nnll_18 - get_pipeline_embeds

nnll_22 - AbstractLink, create_symlink, AutoencoderLink, UNetLink, _add_link, TextEncoderLink, get_filename, get_folder_name

nnll_24 - sink_into, pull_key_names, KeyTrail

nnll_25 - is_pattern_in_layer, ExtractAndMatchMetadata

nnll_26 - random_int_from_gpu, random_tensor_from_gpu

nnll_27 - wipe_printer, pretty_tabled_output

nnll_28 - metadata_from_pickletensor

nnll_29 - identify_layer_type, finalize_metadata, reference_walk_conductor, LayerFilter

nnll_30 - write_json_file, read_json_file

nnll_31 - count_tensors_and_extract_shape, find_files_with_pattern, find_entry

nnll_32 - coordinate_header_tools

nnll_33 - check_inner_values, ValueComparison, check_model_identity

nnll_34 - gather_sharded_files, detect_index_sequence

nnll_35 - capture_title_numeral

nnll_36 - read_state_dict_headers

nnll_37 - index, collect_file_headers_from

nnll_39 - route_metadata, gather_metadata

nnll_40 - create_model_tag

nnll_41 - trace_file_structure

nnll_42 - populate_module_index

nnll_43 -

nnll_44 - collect_hashes, retrieve_remote_hash, compute_hash_for

nnll_45 - download_hub_file

nnll_46 - identify_layer_type, identify_model, IdConductor, identify_category_type

nnll_47 - NodeNames, BracketedDict, drop_tuple, UpField, ListOfDelineatedStr, ExtensionType, bracket_check, NodeWorkflow, DownField, EmptyField, IsThisNode, NodeDataMap

nnll_48 - read_header, read_txt_contents, read_jpg_header, read_png_header, MetadataFileReader, read_schema_file

nnll_49 - extract_prompts, make_paired_str_dict, arrange_exif_metadata, coordinate_metadata_operations, extract_dict_by_delineation, clean_with_json, remove_esc_codes, validate_typical, filter_keys_of, delineate_by_esc_codes, arrange_webui_metadata, validate_mapping_bracket_pair_structure_of, arrange_str_metadata, arrange_nodeui_metadata, search_for_prompt_in, parse_metadata, redivide_nodeui_data_in, filter_exif_keys_in, arrange_dict_metadata, repair_flat_dict, search_for_gen_data_in

nnll_51 - insert_into_db, create_table, managed_connection, retrieve_from_db, save_user_set_to_db

nnll_52 -

nnll_53 - add_to_metadata, add_to_undo, sdxl_pipe

nnll_54 - read_metadata_from, ModelTool

nnll_56 - add_hi_diffusion, dynamo_compile, add_ays, add_generator

nnll_57 - write_to_disk, save_element

nnll_59 - name_save_file_as, form_metadata, write_image_to_disk

nnll_60 - decorator, wrapper, docstring_demo_func, _load_cache, update_cache, JSONCache, _save_cache, refresh

nnll_61 - from_dict, create_timestamp, synthesize_genesis_block, create, post_init, load_chain_from_file, Block, save_chain_to_file, to_dict, is_chain_valid, HyperChain, calculate_hash, add_block

nnll_62 - ConstructPipeline, wrapper, create_pipeline, add_lora, pipe_call

nnll_63 - euler_a, add_generator, ddim, add_ays, dpmpp, dynamo_compile, add_hi_diffusion, get_func_name

nnll_64 - run_inference

"""