https://github.com/jason-cs18/mlsys_code
code samples for MLSys blogs
https://github.com/jason-cs18/mlsys_code
mlsys
Last synced: about 1 month 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 (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-11-28T16:08:09.000Z (over 1 year ago)
- Last Synced: 2025-06-02T21:21:41.969Z (9 months ago)
- Topics: mlsys
- Homepage: https://jason-cs18.github.io/mlsys/
- Size: 8.79 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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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/)