Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.

OpenAI-Compatible RESTful APIs for Amazon Bedrock

Official inference framework for 1-bit LLMs

A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

Code samples for Amazon MemoryDB for Redis is a durable database with microsecond reads, low single-digit millisecond writes, scalability, and enterprise security.

AdalFlow: The library to build & auto-optimize LLM applications.

Dynamiq is an orchestration framework for agentic AI and LLM applications

Practical course about Large Language Models.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models l…

Data processing with ML and LLM

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

Generate CloudFormation / Terraform / Troposphere templates from your existing AWS resources.

Generic rag framework to apply the power of LLMs on any given dataset

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

Synthesizing realistic and diverse text-datasets from augmented LLMs

Framework for enhancing LLMs for RAG tasks using fine-tuning.

TAG-Bench: A benchmark for table-augmented generation (TAG)

A comprehensive guide to building RAG-based LLM applications for production.

SpanMarker for Named Entity Recognition

🤖 LLM Twin FREE Course: Building Your Production-Ready AI Replica | An End-to-End Framework for Production-Ready LLM Systems by Building Your LLM Twin | WIP...

Opinionated sample on how to build/deploy a RAG web app on AWS powered by Amazon Bedrock and PGVector (on Amazon RDS)

Latency and Memory Analysis of Transformer Models for Training and Inference

AWS-native chatbot using Bedrock + Claude 2

Awesome-LLM: a curated list of Large Language Model