├── .gitignore ├── LICENSE ├── README.md ├── example-template └── README.md ├── experiment-tracking ├── .env.template ├── .gitignore ├── README.md ├── loggers.py ├── requirements.txt ├── run_ai_hpo.sh ├── run_many.sh ├── runai_hpo.py └── train.py ├── falcon-llm ├── README.md ├── falcon-env.yml └── ft.py ├── flash-attention-2 ├── README.md └── imgs │ ├── Speedup.png │ └── record.gif ├── gpt-neox-training ├── README.md ├── assets │ ├── data_tree.png │ ├── instances_dashboard.png │ ├── instances_launch.png │ └── training_log.png ├── head_node_setup.sh └── worker_node_setup.sh ├── langchain ├── README.md ├── openai-func-langchain.ipynb └── requirements.txt ├── meta-llama-2 ├── README.md └── image.png ├── nerfstudio ├── README.md └── img │ ├── deyoung.gif │ ├── viewer_camera_path.png │ └── viewer_ui.png ├── pytorch ├── distributed │ ├── .gitignore │ ├── README.md │ ├── message-passing │ │ └── main.py │ ├── resnet │ │ └── main.py │ └── tacotron2 │ │ ├── train.py │ │ └── train_mpirun.py └── setup-lambda-cloud │ ├── README.md │ ├── config.sh │ ├── setup_nodes.sh │ └── setup_nodes_bidirection.sh ├── stable-diffusion-finetuning ├── README.md ├── README_files │ ├── README_2_0.png │ ├── README_7_0.png │ ├── montage.jpg │ └── training-small.gif └── pokemon_finetune.ipynb └── yolov5 ├── README.md ├── prepare_dataset.py └── yolov5_blog_post.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/README.md -------------------------------------------------------------------------------- /example-template/README.md: -------------------------------------------------------------------------------- 1 | ## Example title 2 | 3 | - List of steps 4 | - TODO 5 | -------------------------------------------------------------------------------- /experiment-tracking/.env.template: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/.env.template -------------------------------------------------------------------------------- /experiment-tracking/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/.gitignore -------------------------------------------------------------------------------- /experiment-tracking/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/README.md -------------------------------------------------------------------------------- /experiment-tracking/loggers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/loggers.py -------------------------------------------------------------------------------- /experiment-tracking/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/requirements.txt -------------------------------------------------------------------------------- /experiment-tracking/run_ai_hpo.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/run_ai_hpo.sh -------------------------------------------------------------------------------- /experiment-tracking/run_many.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/run_many.sh -------------------------------------------------------------------------------- /experiment-tracking/runai_hpo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/runai_hpo.py -------------------------------------------------------------------------------- /experiment-tracking/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/experiment-tracking/train.py -------------------------------------------------------------------------------- /falcon-llm/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/falcon-llm/README.md -------------------------------------------------------------------------------- /falcon-llm/falcon-env.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/falcon-llm/falcon-env.yml -------------------------------------------------------------------------------- /falcon-llm/ft.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/falcon-llm/ft.py -------------------------------------------------------------------------------- /flash-attention-2/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/flash-attention-2/README.md -------------------------------------------------------------------------------- /flash-attention-2/imgs/Speedup.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/flash-attention-2/imgs/Speedup.png -------------------------------------------------------------------------------- /flash-attention-2/imgs/record.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/flash-attention-2/imgs/record.gif -------------------------------------------------------------------------------- /gpt-neox-training/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/README.md -------------------------------------------------------------------------------- /gpt-neox-training/assets/data_tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/assets/data_tree.png -------------------------------------------------------------------------------- /gpt-neox-training/assets/instances_dashboard.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/assets/instances_dashboard.png -------------------------------------------------------------------------------- /gpt-neox-training/assets/instances_launch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/assets/instances_launch.png -------------------------------------------------------------------------------- /gpt-neox-training/assets/training_log.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/assets/training_log.png -------------------------------------------------------------------------------- /gpt-neox-training/head_node_setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/head_node_setup.sh -------------------------------------------------------------------------------- /gpt-neox-training/worker_node_setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/gpt-neox-training/worker_node_setup.sh -------------------------------------------------------------------------------- /langchain/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/langchain/README.md -------------------------------------------------------------------------------- /langchain/openai-func-langchain.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/langchain/openai-func-langchain.ipynb -------------------------------------------------------------------------------- /langchain/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/langchain/requirements.txt -------------------------------------------------------------------------------- /meta-llama-2/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/meta-llama-2/README.md -------------------------------------------------------------------------------- /meta-llama-2/image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/meta-llama-2/image.png -------------------------------------------------------------------------------- /nerfstudio/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/nerfstudio/README.md -------------------------------------------------------------------------------- /nerfstudio/img/deyoung.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/nerfstudio/img/deyoung.gif -------------------------------------------------------------------------------- /nerfstudio/img/viewer_camera_path.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/nerfstudio/img/viewer_camera_path.png -------------------------------------------------------------------------------- /nerfstudio/img/viewer_ui.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/nerfstudio/img/viewer_ui.png -------------------------------------------------------------------------------- /pytorch/distributed/.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | -------------------------------------------------------------------------------- /pytorch/distributed/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/distributed/README.md -------------------------------------------------------------------------------- /pytorch/distributed/message-passing/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/distributed/message-passing/main.py -------------------------------------------------------------------------------- /pytorch/distributed/resnet/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/distributed/resnet/main.py -------------------------------------------------------------------------------- /pytorch/distributed/tacotron2/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/distributed/tacotron2/train.py -------------------------------------------------------------------------------- /pytorch/distributed/tacotron2/train_mpirun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/distributed/tacotron2/train_mpirun.py -------------------------------------------------------------------------------- /pytorch/setup-lambda-cloud/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/setup-lambda-cloud/README.md -------------------------------------------------------------------------------- /pytorch/setup-lambda-cloud/config.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/setup-lambda-cloud/config.sh -------------------------------------------------------------------------------- /pytorch/setup-lambda-cloud/setup_nodes.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/setup-lambda-cloud/setup_nodes.sh -------------------------------------------------------------------------------- /pytorch/setup-lambda-cloud/setup_nodes_bidirection.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/pytorch/setup-lambda-cloud/setup_nodes_bidirection.sh -------------------------------------------------------------------------------- /stable-diffusion-finetuning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/stable-diffusion-finetuning/README.md -------------------------------------------------------------------------------- /stable-diffusion-finetuning/README_files/README_2_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/stable-diffusion-finetuning/README_files/README_2_0.png -------------------------------------------------------------------------------- /stable-diffusion-finetuning/README_files/README_7_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/stable-diffusion-finetuning/README_files/README_7_0.png -------------------------------------------------------------------------------- /stable-diffusion-finetuning/README_files/montage.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/stable-diffusion-finetuning/README_files/montage.jpg -------------------------------------------------------------------------------- /stable-diffusion-finetuning/README_files/training-small.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/stable-diffusion-finetuning/README_files/training-small.gif -------------------------------------------------------------------------------- /stable-diffusion-finetuning/pokemon_finetune.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/stable-diffusion-finetuning/pokemon_finetune.ipynb -------------------------------------------------------------------------------- /yolov5/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/yolov5/README.md -------------------------------------------------------------------------------- /yolov5/prepare_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/yolov5/prepare_dataset.py -------------------------------------------------------------------------------- /yolov5/yolov5_blog_post.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LambdaLabsML/examples/HEAD/yolov5/yolov5_blog_post.ipynb --------------------------------------------------------------------------------