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alpaca-llama2-multinode-on-sagemaker

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

blip-on-sagemaker-workshop

foundation-model-benchmarking-tool

Foundation model benchmarking tool. Run any model on Amazon SageMaker and benchmark for performance across instance type and serving stack options.

hybrid-agents-with-kendra-sagemaker

lavis-blip2-on-sagemaker

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

llama2-qlora-on-sagemaker

llm-inference-on-sagemaker

optimalscale-lmflow-on-sagemaker

pandallm

Panda: 海外中文开源大语言模型，基于 Llama-7B, -13B, -33B, -65B 进行中文领域上的持续预训练。

sagemaker-basics

sagemaker-llm-workshop

trtlm-33b

yolo-hosting-on-sagemaker