--- license: other --- ## How to Use ### Download model ```python from huggingface_hub import snapshot_download from pathlib import Path model_name = "genbio-ai/AIDO.DNA-7B-gue-splice-reconstruction" genbio_models_path = Path.home().joinpath('genbio_models', model_name) genbio_models_path.mkdir(parents=True, exist_ok=True) snapshot_download(repo_id=model_name, local_dir=genbio_models_path) ``` ### Load model for inference ```python import torch from modelgenerator.tasks import SequenceClassification ckpt_path = genbio_models_path.joinpath('model.ckpt') model = SequenceClassification.load_from_checkpoint(ckpt_path, strict_loading=False).eval() collated_batch = model.transform({"sequences": ["ACGT", "AGCT"]}) logits = model(collated_batch) print(logits) print(torch.argmax(logits, dim=-1)) ```