🔥 Official Benchmark Toolkits for "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"

Data and code behind the articles and graphics at FiveThirtyEight

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

PyTorch native post-training library

LLM training in simple, raw C/CUDA

Go ahead and axolotl questions

SGLang is a fast serving framework for large language models and vision language models.

A list of awesome compiler projects and papers for tensor computation and deep learning.

Machine Learning Engineering Open Book

Letta (formerly MemGPT) is a framework for creating LLM services with memory.

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

the first library to let you embed a developer agent in your own app!

Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing images as inputs. Supports MiniGPT-4, LLaMA-Adapter V2, LLaVA, B…

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

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

A Python library for introductory data science

ML model training for edge devices

Running large language models on a single GPU for throughput-oriented scenarios.

Materials for Learning DS O'Reilly Bootcamp

Public Facing Materials for Data 8 Spring 2023

Spring 2023 Data 8 Website

LlamaIndex is the leading framework for building LLM-powered agents over your data.

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

Custom AI assistant platform to speed up your work.

🔥 Blazing fast bulk data transfers between any cloud 🔥

Training and serving large-scale neural networks with auto parallelization.

Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

The interactive graphing library for Python ✨ This project now includes Plotly Express!