Things included are:
-
Makefile
-
Pytest
-
pandas
-
Pylint
-
Dockerfile
-
GitHub copilot
-
jupyter
andipython
-
Most common Python libraries for ML/DL and Hugging Face
-
githubactions
The following examples test out the GPU
- run
python utils/quickstart_pytorch.py
- run
python utils/verify_cuda_pytorch.py
- run
nvidia-smi -l 1
it should show a GPU - run
whisper utils/four-score.m4a --model large
and verify GPU is working withnvidia-smi -l 1
Used as the base and customized in the following Duke MLOps and Applied Data Engineering Coursera Labs: