Online material for the UPPMAX Singularity workshop

1-click setup RabbitMQ Cluster with Docker Compose

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

A high-throughput and memory-efficient inference and serving engine for LLMs

MinT: Minimal Transformer Library and Tutorials

code for CVPR2024 paper: DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

Data release for the ImageInWords (IIW) paper.

llama3 implementation one matrix multiplication at a time

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

LLM training in simple, raw C/CUDA

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

A fast, clean, responsive Hugo theme.

Must-read Papers on Knowledge Editing for Large Language Models.

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Accelerate, Optimize performance with streamlined training and serving options with JAX.

"Deep Dive into AI with MLX and PyTorch" is an educational initiative designed to help anyone interested in AI, specifically in machine learning and deep learning, using Apple's MLX and Meta's PyTo…

Learn how to design systems at scale and prepare for system design interviews

Awesome papers about unifying LLMs and KGs

PyTorch code and models for V-JEPA self-supervised learning from video.

Minimalistic large language model 3D-parallelism training

Development of schemas and ontologies for the agrifood, inspired to schema.org and bioschemas.

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate