├── .github └── workflows │ ├── docker-build.yml │ ├── python-publish.yml │ └── python-test.yml ├── .gitignore ├── Dockerfile ├── Install.md ├── LICENSE ├── README.md ├── evaluator.py ├── generate.py ├── inference.py ├── launch.py ├── misc ├── code-formatter.sh ├── finetune-demo.ipynb ├── mmlu_calscore.py └── mmlu_evaluate.py ├── mlora.py ├── mlora ├── __init__.py ├── backends │ ├── __init__.py │ ├── common.py │ ├── cpu.py │ ├── cuda.py │ └── mps.py ├── dispatcher.py ├── evaluator.py ├── generator.py ├── model.py ├── models │ ├── __init__.py │ ├── modeling_chatglm.py │ ├── modeling_gemma.py │ ├── modeling_gemma2.py │ ├── modeling_llama.py │ ├── modeling_mistral.py │ ├── modeling_phi.py │ └── modeling_phi3.py ├── modules │ ├── __init__.py │ ├── abstracts.py │ ├── attention.py │ ├── cache.py │ ├── checkpoint.py │ ├── config.py │ ├── feed_forward.py │ ├── lora_linear.py │ ├── lora_moes.py │ ├── mix_lora.py │ └── rope.py ├── prompter.py ├── tasks │ ├── __init__.py │ ├── common.py │ ├── glue_tasks.py │ └── qa_tasks.py ├── tokenizer.py ├── trainer.py └── utils.py ├── prompts ├── alpaca.json └── mlora.json ├── pyproject.toml ├── requirements.txt ├── templates ├── lora.json ├── lora_glm.json ├── lora_phi.json ├── lora_phi3.json ├── loramoe.json ├── loramoe_glm.json ├── loramoe_phi.json ├── loramoe_phi3.json ├── mixlora.json ├── mixlora_dynamic.json ├── mixlora_dynamic_glm.json ├── mixlora_dynamic_phi.json ├── mixlora_dynamic_phi3.json ├── mixlora_glm.json ├── mixlora_phi.json ├── mixlora_phi3.json ├── mola.json ├── mola_glm.json ├── mola_phi.json └── mola_phi3.json └── tests ├── dummy_data.json ├── dummy_train.py ├── mixlora_generation.py ├── peft_generation.py └── test_demo.py /.github/workflows/docker-build.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mikecovlee/mLoRA/HEAD/.github/workflows/docker-build.yml -------------------------------------------------------------------------------- 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