Awesome
Deep Learning Examples
A repository of deep learning examples.
<p align="center"> š¦ Other exciting ML projects at Lambda: <a href="https://news.lambdalabs.com/news/today">ML Times</a>, <a href="https://github.com/LambdaLabsML/distributed-training-guide/tree/main">Distributed Training Guide</a>, <a href="https://lambdalabsml.github.io/Open-Sora/introduction/">Text2Video</a>, <a href="https://lambdalabs.com/gpu-benchmarks">GPU Benchmark</a>. </p>Getting Started
- Pick an example from the list below
- Use your local GPU machine, or get the GPUs you need in Lambda Cloud
- Follow the instructions in the examples README.md
Examples
- Finetune Stable Diffusion text-to-image model
- YoloV5 - object detection example using YoloV5
- GPTNeoX - Large Language Model Multi-Node Distributed Training
- Experiment Tracking
- PyTorch DDP - Multi node training with PyTorch DDP, torch.distributed.launch, torchrun and mpirun
- nerfstudio on Lambda Cloud