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Runhouse Examples
Training
Fine-Tune Llama 3 with LoRA on AWS EC2
PyTorch Training on Remote GPU (Image Classifier)
PyTorch Training with Airflow
PyTorch Multi-Cloud Training with Airflow
PyTorch Multi-Node Distributed Training
TensorFlow Multi-Node Distributed Training
Inference
FastAPI RAG App with LanceDB
Llama 3 Chat Model Inference on AWS EC2
Llama 3 8B with vLLM on GCP
Mistral 7B with TGI on AWS EC2
Stable Diffusion XL 1.0 on AWS EC2
LangChain RAG App on AWS EC2
Data Processing
Embarrassingly Parallel GPU Jobs - Batch Embeddings
Examples Archive
A full list of current and past Runhouse examples:
LangChain RAG App on AWS EC2
Using Airflow with Runhouse for Model Training
Embarrassingly Parallel GPU Jobs - Batch Embeddings
Using Argo with Runhouse for Model Training
TensorFlow Multi-Node Distributed Training
Llama 2 7B Model with TGI on AWS EC2
PyTorch Multi-Node Distributed Training
Llama 2 Fine Tuning with LoRA on AWS EC2
Stable Diffusion XL 1.0 on AWS EC2
Using Kubeflow with Runhouse for Model Training
Launching a Single Training Pipeline Multi-Cloud with Airflow
RAG App with Vector Embedding and LLM Generation
Llama 3 8B Chat Model Inference on AWS EC2
Llama 2 7B Model on AWS Inferentia
Mistral 7B Model with TGI on AWS EC2
Stable Diffusion XL 1.0 on AWS Inferentia
Llama 2 Chat Model Inference on AWS EC2
Mistral 7B Model on AWS Inferentia
Run Llama 3 8B with vLLM on GCP
Train a Simple Neural Network for Image Classification with PyTorch
Fine-Tune Llama 3 with LoRA on AWS EC2