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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.

gai-bootcamp

L300 Generative Bootcamp labs

generative-ai-workshop-build-a-multifunctional-chatbot-on-sagemaker

graphstorm

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

lcnc-media-workshop-temp

leval

Data and code for L-Eval, a comprehensive long context language models evaluation benchmark

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

mixtral-8x7b-finetuning-deployment-sagemaker

ml-study

自己整理了一些ML入门的知识，以及ML项目中的一些经验总结分享

mlops-pipeline-demo-multiple-options

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

no-code-low-code

No Code Low Code Examples

notebooks

Notebooks using the Hugging Face libraries 🤗

python

All Algorithms implemented in Python

sagemaker-101-workshop

Hands-on demonstrations for data scientists exploring Amazon SageMaker

sagemaker-boto3-sdk

sagemaker-data-wrangler-example

sagemaker-falcon-180b-samples

sagemaker-genai-hosting-examples

sagemaker-hosting

sagemaker-inference-gai-roadshow

sagemaker-inference-poc-to-production

sagemaker-jumpstart-generative-ai-examples

Unlocking Creativity: Generative AI with SageMaker Jumpstart

sagemaker-pytorch-lightning-experiments

sagemaker-studio-docker-cli-extension

SageMaker Studio Docker CLI Extension

semantic-segmentation-1p-algo-demo

training-llm-on-sagemaker-for-multiple-nodes-with-deepspeed