Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

A game theoretic approach to explain the output of any machine learning model.

A guidance language for controlling large language models.

Instruct-tune LLaMA on consumer hardware

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

StableLM: Stability AI Language Models

Jupyter Interactive Notebook

Kubernetes community content

AI Observability & Evaluation

Material for gpu-mode lectures

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

IPython Parallel: Interactive Parallel Computing in Python

🙄 Difficult algorithm, Simple code.

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

Microsoft Azure Traces

fizz buzz in tensorflow

Disaggregated serving system for Large Language Models (LLMs).

Complete solutions to the Programming Massively Parallel Processors Edition 4

🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".

Repeatable analysis plugin for Jupyter notebook

Demos associated with the kernel gateway incubator project

Beating the GAIA benchmark with Transformers Agents. 🚀

LLM serving cluster simulator

An IPython notebook plugin for visualizing ASTs.