Pinned Repositories
amazon-sagemaker-processing-video2frame-model-inference
This demo shows how to use SageMaker processing process video frames extraction and model inference.
deepfm-tensorflow-distributed-training-on-amazon-sagemaker
In this demo, we show two samples about deepfm distributed training on Amazon SageMaker, one is based on Tensorflow Parameter Server on CPU and the other one is based on Horovod on GPU.
alpaca-on-amazon-sagemaker
This is a sample about how to run stanford_alpaca on Amazon SageMaker, only for demo use.
amazon-sagemaker-workshop
CPM-Bee-on-SageMaker
finetune-vicuna-on-sagemaker
inferentia-workshop-cn
lab_ts_forecast
pytorch-mnist-ddp-on-sagemaker
Taxi-Demand-Prediction-New-York-City
A Machine Learning Case Study to predict the Demand of Yellow Taxi in New York City at given location and at a given time interval.
snowolf's Repositories
snowolf/alpaca-on-amazon-sagemaker
This is a sample about how to run stanford_alpaca on Amazon SageMaker, only for demo use.
snowolf/finetune-vicuna-on-sagemaker
snowolf/inferentia-workshop-cn
snowolf/pytorch-mnist-ddp-on-sagemaker
snowolf/amazon-sagemaker-workshop
snowolf/CPM-Bee-on-SageMaker
snowolf/amazon-sagemaker-architecting-for-ml
Materials for a 3-day instructor led course on applying machine learning
snowolf/lab_ts_forecast
snowolf/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
snowolf/amazon-bedrock-serverless-prompt-chaining
snowolf/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
snowolf/animegan2-pytorch
PyTorch implementation of AnimeGANv2
snowolf/awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
snowolf/awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
snowolf/aws-sagemaker-llm
snowolf/Cars-Classifier-SageMaker
snowolf/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
snowolf/huggingfaces-text-classification-with-sagemaker-pipeline
snowolf/llm-workshop-quick-start
snowolf/multi-model-server
Multi Model Server is a tool for serving neural net models for inference
snowolf/sagemaker-benchmarking-accelerators-pretrained-pytorch-resnet50
snowolf/sagemaker-custom-serving-containers
Custom serving containers for Amazon SageMaker
snowolf/sagemaker-custom-training-containers
Implementations of Amazon SageMaker-compatible custom containers for training.
snowolf/sagemaker-cv-preprocessing-training-performance
SageMaker training implementation for computer vision to offload JPEG decoding and augmentations on GPUs using NVIDIA DALI — allowing you to compare and reduce training time by addressing CPU bottlenecks caused by increasing data pre-processing load. Performance bottlenecks identified with SageMaker Debugger.
snowolf/sagemaker-in-box
Simple samples for reference.
snowolf/SageMaker-Inf1-Endpoints
SageMaker-Inf1-Endpoints
snowolf/sagemaker-model-deployment-samples
In this repo, we will show three ways of model deployment in Amazon SageMaker.
snowolf/sagemaker-stablediffusion-quick-kit
snowolf/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
snowolf/youtube-dl
A copyright-respecting fork of youtube-dl