https://github.com/jason-cs18/mlsys_code

code samples for MLSys blogs
https://github.com/jason-cs18/mlsys_code

mlsys

Last synced: 28 days ago
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code samples for MLSys blogs

• Host: GitHub
• URL: https://github.com/jason-cs18/mlsys_code
• Owner: Jason-cs18
• Created: 2024-11-23T14:53:10.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-11-23T16:14:02.000Z (about 1 month ago)
• Last Synced: 2024-11-23T16:27:52.701Z (about 1 month ago)
• Topics: mlsys
• Homepage: https://jason-cs18.github.io/mlsys/
• Size: 1.95 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# mlsys_code

code samples for [MLSys blogs](https://jason-cs18.github.io/mlsys/).

- [Agentic AI (Dify and Autogen)](https://jason-cs18.github.io/mlsys/blog/code/agentic_ai)

- [AI Platform (Ray Cluster)](https://jason-cs18.github.io/mlsys/blog/code/ai_platform)

- [AI Compiler (`torch.compile`)](https://jason-cs18.github.io/mlsys/blog/code/ai_compiler)

- [GPU Programming (CUDA)](https://jason-cs18.github.io/mlsys/blog/code/gpu_compute)

- [Inference Engine (TorchScript, ONNX, TensorRT)]()

- [Inference Server (Ray Serve, LLM Serving, Diffusion Serving)]()

- [Toolboxes (Kubernets, PyTorch, etc)]()

- [Web Development (React, FastAPI)](https://jason-cs18.github.io/mlsys/blog/code/react_web)

## Other useful links

1. [TorchRecipes: a ready-to-run application that trains a deep learning model by combining a model architecture, trainer, config, etc that you can easily run, modify, or extend.](https://github.com/facebookresearch/recipes)

2. [MLflow: experiments tracking](https://mlflow.org/)