├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── asset ├── case.jpg ├── demo.gif └── tech_case.jpg ├── examples ├── example.ipynb ├── fortress_besieged.txt ├── harry_potter.txt ├── longbench │ ├── eval.py │ ├── eval.sh │ └── utils.py ├── longllm_as_memory.ipynb └── memorag_lite.ipynb ├── memorag ├── __init__.py ├── agent.py ├── memorag.py ├── memorag_lite.py ├── prompt.py └── retrieval.py ├── requirements.txt ├── setup.py └── train ├── experiments ├── pretrain-mistral.sh ├── pretrain-qwen2.sh ├── sft-mistral.sh └── sft-qwen2.sh ├── main ├── pretrain_data.py └── train.py └── src ├── __init__.py ├── args.py ├── chat.py ├── data.py ├── metrics.py ├── mistral ├── __init__.py ├── configuration_mistral.py └── modeling_mistral.py ├── modeling_beacon.py ├── modeling_retrieval.py ├── modeling_utils.py ├── qwen2 ├── __init__.py ├── configuration_qwen2.py └── modeling_qwen2.py ├── trainer.py ├── utils.py └── vllm_utils.py /.gitignore: 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