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alpaca-llama2-multinode-on-sagemaker

alpaca-on-amazon-sagemaker

This is a sample about how to run stanford_alpaca on Amazon SageMaker, only for demo use.

amazon-bedrock-workshop

This is a workshop designed for Amazon Bedrock a foundational model service.

amazon-sagemaker-examples

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

amazon-sagemaker-personalized-generative-ai

This project simplifies personalized Gen-AI SaaS apps. We fine-tune pre-trained models for users, use single GPUs, and ensure real-time responsiveness. A base txt2img Stable Diffusion model from SageMaker JumpStart is used. Challenges include traffic spikes, low-latency, and cost-efficiency. We aim for efficient, user-centric AI solutions.

aws-genai-llm-chatbot

A modular and comprehensive solution to deploy a multi LLM powered chatbot (Amazon Bedrock, HuggingFace, OpenAI, AI21, Cohere) using AWS CDK on AWS

aws-maintaining-personalized-experiences-with-machine-learning

The Maintaining Personalized Experiences with Machine Learning solution provides an automated pipeline to maintain resources in Amazon Personalize. This pipeline allows you to keep up to date with your user’s most recent activity while sustaining and improving the relevance of recommendations

aws-saas-factory-ref-solution-serverless-saas

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

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.

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

docusaurus

Easy to maintain open source documentation websites.

graphembedding

Implementation and experiments of graph embedding algorithms.

grounded-segment-anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Speech Inputs

hybrid-knowledge-base-chain

jarvis

JARVIS, a system to connect LLMs with ML community

learning-nlp

nlp in action

leveraging-aws-appconfig-for-enabling-saas-pricing-tiers

llama-efficient-tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan)

llms-on-sagemaker

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

marqo

Vector search for humans. Also available on cloud - cloud.marqo.ai

ml-basic-codes

nlp_papers

collections of nlp papers

p5

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。

personalization-apis

Real-time low latency API framework that sits between your applications and recommender systems such as Amazon Personalize

personalized-avatar-using-genai-on-sagemaker

prompt-engineering-for-developers

吴恩达《ChatGPT Prompt Engineering for Developers》课程中文版

pyspider

A Powerful Spider(Web Crawler) System in Python.