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Lists (16)
Starred repositories
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
Code and Slides
Fully open reproduction of DeepSeek-R1
A turnkey MLOps pipeline demonstrating how to go from raw events to real-time predictions at scale.
👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
A course on aligning smol models.
The repository offers a base implementation of incorporating an Amazon Bedrock based chatbot with Amazon Lex.
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.
The official repo of Qwen2-Audio chat & pretrained large audio language model proposed by Alibaba Cloud.
Learn Low Level Design (LLD) and prepare for interviews using free resources.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Notes from the Latent Space paper club. Follow along or start your own!
Learn System Design concepts and prepare for interviews using free resources.
Evaluate your LLM's response with Prometheus and GPT4 💯
This repo contains "Databricks Certified Data Engineer Professional" Questions and related docs.
Official curricula for the LLMOPs course at Duke University
Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the avai…
This is a workshop designed for Amazon Bedrock a foundational model service.
This repository contains sample code demonstrating various use cases leveraging Amazon Bedrock and Generative AI. Each sample is a separate project with its own directory, and includes a basic Stre…
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.
This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.
Seamlessly integrate LLMs as Python functions