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Runhouse Examples
Training
Fine-Tune Llama 3 with LoRA on AWS EC2
Train with PyTorch on Remote GPU (Image Classifier Example)
Use Airflow to Orchestrate Training (Image Classifier Example)
Use Airflow to Orchestrate Training across Multiple Clouds (Image Classifier Example)
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
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
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