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Modern PyTorch Guide home page

Official Docs
GitHub
GitHub

Building Models

Community
Forums

Model Export

TorchScript
torch.export
ONNX Export
Onnx extending
AOT Inductor
Pt2 archive

Serving & Inference

TorchServe
vLLM
Triton Inference Server
TensorRT
Mobile optimization
Raspberry pi
Libtorch abi

Experiment Tracking

Weights & Biases
MLflow
TensorBoard

MLOps & Pipelines

Reproducibility
Docker for ML
Kubernetes for ML
CI/CD for ML
Large scale deployments
Checkpoint dcp
Async checkpointing

Ecosystem Tools

HuggingFace Hub
HuggingFace Accelerate
HuggingFace Datasets
HuggingFace Optimum
Peft
Ray tune
Ax nas

Monitoring & Debugging

Captum
Mosaic profiler
Comm debug mode
Debug mode

TorchScript

Model Export

TorchScript

Serialize models for production deployment

TorchScript

torch.jit.trace, torch.jit.script for model serialization.

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