├── .gitignore ├── LICENSE ├── README.md ├── demo.ipynb ├── requirements.txt ├── scripts └── configs │ └── phi.yaml ├── setup.py └── ullme ├── __init__.py ├── args.py ├── data_modules ├── constants.py ├── ullme_datamodules.py └── ullme_datasets.py ├── eval ├── constants.py ├── eval.py ├── tools.py └── wrapped_hf_model.py ├── main.py ├── model ├── bidirectional_modelings │ ├── attn_mask_utils.py │ ├── config_nvembed.py │ ├── modeling_bidirectional_gemma2.py │ ├── modeling_bidirectional_llama.py │ ├── modeling_bidirectional_mistral.py │ ├── modeling_bidirectional_phi.py │ ├── modeling_bidirectional_phi3.py │ ├── modeling_bidirectional_qwen2.py │ └── modeling_nv_embed.py ├── ullme.py └── utils.py ├── special_tokens.py └── trainer ├── gradcache_trainer.py ├── loss.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nlp-uoregon/ullme/HEAD/.gitignore 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