--- title: - Downloading & Uploading functions for Models keywords: fastai sidebar: home_sidebar nb_path: "nbs/data.loader.ipynb" ---
write_model_to_package_registry(model, project_name="test-1234")
# todo: cleanup old package files during testing
filename = "config.json"
out_file = download_package_file(filename, "memri/finetuning-example")
model = load_huggingface_model_for_project(project_path="memri/finetuning-example")
write_model_to_package_registry(model, project_name="test-1234")
model = load_huggingface_model_for_project(project_path="memri/finetuning-example")
out_dir = download_huggingface_model_for_project(project_path="memri/finetuning-example")
model = AutoModelForSequenceClassification.from_pretrained(out_dir, num_labels=20)