AWS-based DeepSeek-R1 Deployment Guide

A deployment and fine-tuning guide for efficiently leveraging the DeepSeek-R1 model on AWS has been released.

Key Deployment Methods:

• Hugging Face Inference Endpoints: Instantly deploy 6 distilled models and Unsloth's quantized versions without infrastructure management.
• Amazon Bedrock Marketplace: Easily deploy model endpoints via SageMaker AI.
• Amazon SageMaker AI: Provides an optimized environment using Hugging Face's LLM DLC (Deep Learning Containers).
• EC2 Neuron: Maximize inference performance using AWS Neuron accelerators.

Fine-tuning Methods:

• Amazon SageMaker AI: Train the model using Hugging Face Training DLC.
• EC2 Neuron: Build an optimized fine-tuning environment via the Neuron Deep Learning AMI.