LICENSE
README.md
pyproject.toml
setup.py
simpletuner/__init__.py
simpletuner/__main__.py
simpletuner/cli.py
simpletuner/configure.py
simpletuner/service_worker.py
simpletuner/train.py
simpletuner.egg-info/PKG-INFO
simpletuner.egg-info/SOURCES.txt
simpletuner.egg-info/dependency_links.txt
simpletuner.egg-info/entry_points.txt
simpletuner.egg-info/not-zip-safe
simpletuner.egg-info/requires.txt
simpletuner.egg-info/top_level.txt
simpletuner/cli/__main__.py
simpletuner/examples/README.md
simpletuner/examples/default.json
simpletuner/examples/auraflow.peft-controlnet-lora/config.json
simpletuner/examples/auraflow.peft-lora/config.json
simpletuner/examples/bria.lycoris-lokr/config.json
simpletuner/examples/bria.lycoris-lokr/lycoris_config.json
simpletuner/examples/cosmos2image.lycoris-lokr/config.json
simpletuner/examples/cosmos2image.lycoris-lokr/lycoris_config.json
simpletuner/examples/flux.peft-controlnet-lora/config.json
simpletuner/examples/flux.peft-lora/config.json
simpletuner/examples/flux.peft-lora+TREAD/config.json
simpletuner/examples/hidream.peft-controlnet-lora/config.env
simpletuner/examples/hidream.peft-controlnet-lora/config.json
simpletuner/examples/hidream.peft-lora/config.env
simpletuner/examples/hidream.peft-lora/config.json
simpletuner/examples/kontext.peft-lora/config.env
simpletuner/examples/kontext.peft-lora/config.json
simpletuner/examples/lumina2.peft-lora/config.json
simpletuner/examples/omnigen.lycoris-lokr/config.env
simpletuner/examples/omnigen.lycoris-lokr/config.json
simpletuner/examples/omnigen.lycoris-lokr/lycoris_config.json
simpletuner/examples/pixart.lycoris-lokr/config.json
simpletuner/examples/pixart.lycoris-lokr/lycoris_config.json
simpletuner/examples/pixart.peft-controlnet-lora/config.json
simpletuner/examples/qwen_image.peft-lora/config.json
simpletuner/examples/sana.lycoris-lokr/config.json
simpletuner/examples/sana.lycoris-lokr/lycoris_config.json
simpletuner/examples/sd3.peft-controlnet-lora/config.json
simpletuner/examples/sd3.peft-lora/config.json
simpletuner/examples/sdxl.lycoris-lokr/config.json
simpletuner/examples/sdxl.lycoris-lokr/lycoris_config.json
simpletuner/examples/sdxl.peft-controlnet-lora/config.json
simpletuner/examples/wan-1.3b.peft-lora+TREAD/config.json
simpletuner/examples/wan-2.2-i2v-a14b-high.peft-lora+TREAD/config.json
simpletuner/examples/wan-2.2-i2v-a14b-low.peft-lora+TREAD/config.json
simpletuner/helpers/log_format.py
simpletuner/helpers/logging.py
simpletuner/helpers/prompts.py
simpletuner/helpers/tqdm_wrapper.py
simpletuner/helpers/caching/image_embed.py
simpletuner/helpers/caching/memory.py
simpletuner/helpers/caching/text_embeds.py
simpletuner/helpers/caching/vae.py
simpletuner/helpers/configuration/cli_utils.py
simpletuner/helpers/configuration/cmd_args.py
simpletuner/helpers/configuration/doc_generator.py
simpletuner/helpers/configuration/env_file.py
simpletuner/helpers/configuration/json_file.py
simpletuner/helpers/configuration/loader.py
simpletuner/helpers/configuration/registry.py
simpletuner/helpers/configuration/toml_file.py
simpletuner/helpers/configuration/validator.py
simpletuner/helpers/data_backend/aws.py
simpletuner/helpers/data_backend/base.py
simpletuner/helpers/data_backend/bucket_report.py
simpletuner/helpers/data_backend/config_rules.py
simpletuner/helpers/data_backend/csv_url_list.py
simpletuner/helpers/data_backend/factory.py
simpletuner/helpers/data_backend/huggingface.py
simpletuner/helpers/data_backend/local.py
simpletuner/helpers/data_backend/builders/__init__.py
simpletuner/helpers/data_backend/builders/aws.py
simpletuner/helpers/data_backend/builders/base.py
simpletuner/helpers/data_backend/builders/csv.py
simpletuner/helpers/data_backend/builders/huggingface.py
simpletuner/helpers/data_backend/builders/local.py
simpletuner/helpers/data_backend/config/__init__.py
simpletuner/helpers/data_backend/config/base.py
simpletuner/helpers/data_backend/config/image.py
simpletuner/helpers/data_backend/config/image_embed.py
simpletuner/helpers/data_backend/config/text_embed.py
simpletuner/helpers/data_backend/config/validators.py
simpletuner/helpers/data_backend/runtime/__init__.py
simpletuner/helpers/data_backend/runtime/batch_fetcher.py
simpletuner/helpers/data_backend/runtime/dataloader_iterator.py
simpletuner/helpers/data_generation/__init__.py
simpletuner/helpers/data_generation/conditioning.py
simpletuner/helpers/data_generation/sample_generator.py
simpletuner/helpers/distillation/common.py
simpletuner/helpers/distillation/factory.py
simpletuner/helpers/distillation/dcm/distiller.py
simpletuner/helpers/distillation/dcm/loss.py
simpletuner/helpers/distillation/dcm/solver.py
simpletuner/helpers/distillation/dcm/discriminator/hunyuan_video.py
simpletuner/helpers/distillation/dcm/discriminator/wan.py
simpletuner/helpers/distillation/dmd/distiller.py
simpletuner/helpers/distillation/lcm/__init__.py
simpletuner/helpers/image_manipulation/batched_training_samples.py
simpletuner/helpers/image_manipulation/brightness.py
simpletuner/helpers/image_manipulation/cropping.py
simpletuner/helpers/image_manipulation/load.py
simpletuner/helpers/image_manipulation/training_sample.py
simpletuner/helpers/legacy/pipeline.py
simpletuner/helpers/metadata/__init__.py
simpletuner/helpers/metadata/backends/base.py
simpletuner/helpers/metadata/backends/discovery.py
simpletuner/helpers/metadata/backends/huggingface.py
simpletuner/helpers/metadata/backends/parquet.py
simpletuner/helpers/metadata/utils/__init__.py
simpletuner/helpers/metadata/utils/duplicator.py
simpletuner/helpers/models/__init__.py
simpletuner/helpers/models/all.py
simpletuner/helpers/models/common.py
simpletuner/helpers/models/registry.py
simpletuner/helpers/models/auraflow/controlnet.py
simpletuner/helpers/models/auraflow/model.py
simpletuner/helpers/models/auraflow/pipeline.py
simpletuner/helpers/models/auraflow/pipeline_controlnet.py
simpletuner/helpers/models/auraflow/transformer.py
simpletuner/helpers/models/chroma/__init__.py
simpletuner/helpers/models/chroma/controlnet.py
simpletuner/helpers/models/chroma/model.py
simpletuner/helpers/models/chroma/pipeline.py
simpletuner/helpers/models/chroma/pipeline_controlnet.py
simpletuner/helpers/models/chroma/transformer.py
simpletuner/helpers/models/cosmos/model.py
simpletuner/helpers/models/cosmos/pipeline.py
simpletuner/helpers/models/cosmos/transformer.py
simpletuner/helpers/models/deepfloyd/model.py
simpletuner/helpers/models/flux/__init__.py
simpletuner/helpers/models/flux/attention.py
simpletuner/helpers/models/flux/model.py
simpletuner/helpers/models/flux/pipeline.py
simpletuner/helpers/models/flux/pipeline_controlnet.py
simpletuner/helpers/models/flux/transformer.py
simpletuner/helpers/models/hidream/controlnet.py
simpletuner/helpers/models/hidream/model.py
simpletuner/helpers/models/hidream/pipeline.py
simpletuner/helpers/models/hidream/schedule.py
simpletuner/helpers/models/hidream/transformer.py
simpletuner/helpers/models/kolors/controlnet.py
simpletuner/helpers/models/kolors/model.py
simpletuner/helpers/models/kolors/pipeline.py
simpletuner/helpers/models/kolors/pipeline_controlnet.py
simpletuner/helpers/models/ltxvideo/__init__.py
simpletuner/helpers/models/ltxvideo/autoencoder.py
simpletuner/helpers/models/ltxvideo/model.py
simpletuner/helpers/models/ltxvideo/transformer.py
simpletuner/helpers/models/lumina2/model.py
simpletuner/helpers/models/omnigen/collator.py
simpletuner/helpers/models/omnigen/model.py
simpletuner/helpers/models/pixart/controlnet.py
simpletuner/helpers/models/pixart/model.py
simpletuner/helpers/models/pixart/model_card_templates.py
simpletuner/helpers/models/pixart/pipeline.py
simpletuner/helpers/models/pixart/transformer.py
simpletuner/helpers/models/qwen_image/model.py
simpletuner/helpers/models/qwen_image/transformer.py
simpletuner/helpers/models/sana/__init__.py
simpletuner/helpers/models/sana/model.py
simpletuner/helpers/models/sana/pipeline.py
simpletuner/helpers/models/sana/transformer.py
simpletuner/helpers/models/sd1x/model.py
simpletuner/helpers/models/sd1x/pipeline.py
simpletuner/helpers/models/sd3/__init__.py
simpletuner/helpers/models/sd3/controlnet.py
simpletuner/helpers/models/sd3/expanded.py
simpletuner/helpers/models/sd3/model.py
simpletuner/helpers/models/sd3/pipeline.py
simpletuner/helpers/models/sd3/transformer.py
simpletuner/helpers/models/sdxl/controlnet.py
simpletuner/helpers/models/sdxl/model.py
simpletuner/helpers/models/sdxl/pipeline.py
simpletuner/helpers/models/wan/__init__.py
simpletuner/helpers/models/wan/model.py
simpletuner/helpers/models/wan/pipeline.py
simpletuner/helpers/models/wan/transformer.py
simpletuner/helpers/multiaspect/dataset.py
simpletuner/helpers/multiaspect/image.py
simpletuner/helpers/multiaspect/sampler.py
simpletuner/helpers/multiaspect/state.py
simpletuner/helpers/multiaspect/video.py
simpletuner/helpers/prompt_expander/__init__.py
simpletuner/helpers/publishing/huggingface.py
simpletuner/helpers/publishing/metadata.py
simpletuner/helpers/training/__init__.py
simpletuner/helpers/training/adapter.py
simpletuner/helpers/training/collate.py
simpletuner/helpers/training/custom_schedule.py
simpletuner/helpers/training/deepspeed.py
simpletuner/helpers/training/deepspeed_optimizers.py
simpletuner/helpers/training/diffusers_overrides.py
simpletuner/helpers/training/diffusion_model.py
simpletuner/helpers/training/ema.py
simpletuner/helpers/training/error_handling.py
simpletuner/helpers/training/evaluation.py
simpletuner/helpers/training/exceptions.py
simpletuner/helpers/training/gradient_checkpointing_interval.py
simpletuner/helpers/training/min_snr_gamma.py
simpletuner/helpers/training/model_freeze.py
simpletuner/helpers/training/multi_process.py
simpletuner/helpers/training/optimizer_param.py
simpletuner/helpers/training/peft_init.py
simpletuner/helpers/training/save_hooks.py
simpletuner/helpers/training/state_tracker.py
simpletuner/helpers/training/trainer.py
simpletuner/helpers/training/tread.py
simpletuner/helpers/training/validation.py
simpletuner/helpers/training/wrappers.py
simpletuner/helpers/training/default_settings/__init__.py
simpletuner/helpers/training/default_settings/safety_check.py
simpletuner/helpers/training/optimizers/adamw_bfloat16/__init__.py
simpletuner/helpers/training/optimizers/adamw_bfloat16/stochastic/__init__.py
simpletuner/helpers/training/optimizers/adamw_schedulefree/__init__.py
simpletuner/helpers/training/optimizers/soap/__init__.py
simpletuner/helpers/training/quantisation/__init__.py
simpletuner/helpers/training/quantisation/peft_workarounds.py
simpletuner/helpers/training/quantisation/quanto_workarounds.py
simpletuner/helpers/training/quantisation/torchao_workarounds.py
simpletuner/helpers/utils/checkpoint_manager.py
simpletuner/helpers/utils/offloading.py
simpletuner/helpers/utils/patching.py
simpletuner/helpers/webhooks/config.py
simpletuner/helpers/webhooks/events.py
simpletuner/helpers/webhooks/handler.py
simpletuner/helpers/webhooks/mixin.py
simpletuner/simpletuner_sdk/api_state.py
simpletuner/simpletuner_sdk/configuration.py
simpletuner/simpletuner_sdk/interface.py
simpletuner/simpletuner_sdk/process_keeper.py
simpletuner/simpletuner_sdk/process_keeper_multiprocessing.py
simpletuner/simpletuner_sdk/subprocess_wrapper.py
simpletuner/simpletuner_sdk/training_host.py
simpletuner/simpletuner_sdk/server/__init__.py
simpletuner/simpletuner_sdk/server/app.py
simpletuner/simpletuner_sdk/server/webui_app.py
simpletuner/simpletuner_sdk/server/data/__init__.py
simpletuner/simpletuner_sdk/server/data/dataset_blueprints.py
simpletuner/simpletuner_sdk/server/dependencies/__init__.py
simpletuner/simpletuner_sdk/server/dependencies/common.py
simpletuner/simpletuner_sdk/server/middleware/__init__.py
simpletuner/simpletuner_sdk/server/middleware/csrf.py
simpletuner/simpletuner_sdk/server/middleware/error_middleware.py
simpletuner/simpletuner_sdk/server/middleware/security_middleware.py
simpletuner/simpletuner_sdk/server/routes/__init__.py
simpletuner/simpletuner_sdk/server/routes/caption_filters.py
simpletuner/simpletuner_sdk/server/routes/checkpoints.py
simpletuner/simpletuner_sdk/server/routes/configs.py
simpletuner/simpletuner_sdk/server/routes/datasets.py
simpletuner/simpletuner_sdk/server/routes/debug_router.py
simpletuner/simpletuner_sdk/server/routes/events.py
simpletuner/simpletuner_sdk/server/routes/fields.py
simpletuner/simpletuner_sdk/server/routes/hardware.py
simpletuner/simpletuner_sdk/server/routes/models.py
simpletuner/simpletuner_sdk/server/routes/publishing.py
simpletuner/simpletuner_sdk/server/routes/system.py
simpletuner/simpletuner_sdk/server/routes/training.py
simpletuner/simpletuner_sdk/server/routes/validation.py
simpletuner/simpletuner_sdk/server/routes/web.py
simpletuner/simpletuner_sdk/server/routes/webui_state.py
simpletuner/simpletuner_sdk/server/services/__init__.py
simpletuner/simpletuner_sdk/server/services/arg_parser_integration.py
simpletuner/simpletuner_sdk/server/services/cache_service.py
simpletuner/simpletuner_sdk/server/services/callback_events.py
simpletuner/simpletuner_sdk/server/services/callback_presenter.py
simpletuner/simpletuner_sdk/server/services/callback_service.py
simpletuner/simpletuner_sdk/server/services/caption_filters_service.py
simpletuner/simpletuner_sdk/server/services/checkpoints_service.py
simpletuner/simpletuner_sdk/server/services/config_store.py
simpletuner/simpletuner_sdk/server/services/configs_service.py
simpletuner/simpletuner_sdk/server/services/custom_section_service.py
simpletuner/simpletuner_sdk/server/services/dataset_connection_service.py
simpletuner/simpletuner_sdk/server/services/dataset_plan.py
simpletuner/simpletuner_sdk/server/services/dataset_service.py
simpletuner/simpletuner_sdk/server/services/event_store.py
simpletuner/simpletuner_sdk/server/services/example_configs_service.py
simpletuner/simpletuner_sdk/server/services/field_registry_wrapper.py
simpletuner/simpletuner_sdk/server/services/field_service.py
simpletuner/simpletuner_sdk/server/services/fsdp_service.py
simpletuner/simpletuner_sdk/server/services/hardware_service.py
simpletuner/simpletuner_sdk/server/services/huggingface_service.py
simpletuner/simpletuner_sdk/server/services/maintenance_service.py
simpletuner/simpletuner_sdk/server/services/models_service.py
simpletuner/simpletuner_sdk/server/services/publishing_service.py
simpletuner/simpletuner_sdk/server/services/search_service.py
simpletuner/simpletuner_sdk/server/services/sse_manager.py
simpletuner/simpletuner_sdk/server/services/system_status_service.py
simpletuner/simpletuner_sdk/server/services/tab_service.py
simpletuner/simpletuner_sdk/server/services/training_service.py
simpletuner/simpletuner_sdk/server/services/validation_service.py
simpletuner/simpletuner_sdk/server/services/webhook_defaults.py
simpletuner/simpletuner_sdk/server/services/webui_state.py
simpletuner/simpletuner_sdk/server/services/field_registry/__init__.py
simpletuner/simpletuner_sdk/server/services/field_registry/registry.py
simpletuner/simpletuner_sdk/server/services/field_registry/types.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/__init__.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/advanced.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/data.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/logging_fields.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/lora.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/loss.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/memory.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/model.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/optimizer.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/publishing.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/training.py
simpletuner/simpletuner_sdk/server/services/field_registry/sections/validation.py
simpletuner/simpletuner_sdk/server/utils/__init__.py
simpletuner/simpletuner_sdk/server/utils/paths.py
simpletuner/simpletuner_sdk/server/utils/security.py
simpletuner/simpletuner_sdk/thread_keeper/__init__.py
tests/test_api_integration.py
tests/test_backend_builders.py
tests/test_backend_config.py
tests/test_callback_service.py
tests/test_caption_filters_service.py
tests/test_checkpoint_cleanup.py
tests/test_checkpoints_service.py
tests/test_collate.py
tests/test_conditioning_split_alignment.py
tests/test_config.py
tests/test_config_field_validation.py
tests/test_config_management.py
tests/test_config_registry.py
tests/test_config_store_flatten.py
tests/test_configs_service_environment.py
tests/test_configs_service_lycoris.py
tests/test_cropping.py
tests/test_custom_schedules.py
tests/test_dataset.py
tests/test_dataset_connection_service.py
tests/test_dataset_routes.py
tests/test_ema.py
tests/test_factory_comparison.py
tests/test_factory_edge_cases.py
tests/test_fsdp_cmd_args.py
tests/test_fsdp_service.py
tests/test_full_integration.py
tests/test_group_offload.py
tests/test_helpers.py
tests/test_htmx_behavior.py
tests/test_image.py
tests/test_image_embed_cache.py
tests/test_logging_helper.py
tests/test_lycoris_config.py
tests/test_metadata_backend.py
tests/test_model_card.py
tests/test_path_utils.py
tests/test_process_abort.py
tests/test_process_keeper.py
tests/test_prompthandler.py
tests/test_publishing_service.py
tests/test_runtime_components.py
tests/test_sampler.py
tests/test_server_modes.py
tests/test_setup.py
tests/test_state.py
tests/test_stubs.py
tests/test_template_rendering.py
tests/test_trainer.py
tests/test_training_sample.py
tests/test_training_service.py
tests/test_transformer_integration.py
tests/test_tread_transformers.py
tests/test_vae.py
tests/test_webhook_cmd_args.py
tests/test_webhook_config_normalization.py
tests/test_webhook_http_sending.py
tests/test_webhook_json_parsing.py
tests/test_webhook_ssl_localhost.py
tests/test_webhooks.py
tests/test_webui_api.py
tests/test_webui_args_filtering.py
tests/test_webui_backend.py
tests/test_webui_e2e.py