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Minimalistic 4D-parallelism distributed training framework for education purpose

Python 196 10 Updated Dec 20, 2024

A generative world for general-purpose robotics & embodied AI learning.

Python 16,867 1,171 Updated Dec 22, 2024

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

Python 1,661 86 Updated Dec 22, 2024

Controllable video and image Generation, SVD, Animate Anyone, ControlNet, ControlNeXt, LoRA

Python 1,455 71 Updated Sep 25, 2024

LLM inference in C/C++

C++ 69,566 10,034 Updated Dec 21, 2024

Official inference repo for FLUX.1 models

Python 18,532 1,312 Updated Nov 21, 2024

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

Python 5,717 521 Updated Dec 14, 2024

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

Jupyter Notebook 13,226 1,265 Updated Dec 16, 2024

LLM101n: Let's build a Storyteller

30,597 1,674 Updated Aug 1, 2024

Mamba SSM architecture

Python 13,568 1,157 Updated Dec 6, 2024

Video+code lecture on building nanoGPT from scratch

Python 3,708 521 Updated Aug 13, 2024

Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

Go 103,821 8,273 Updated Dec 22, 2024

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Jupyter Notebook 10,732 1,545 Updated Aug 8, 2024

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Python 9,273 873 Updated Jul 1, 2024

LLM training in simple, raw C/CUDA

Cuda 24,777 2,806 Updated Oct 2, 2024

⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation (AAAI 2025)

Python 497 39 Updated Jul 3, 2024

A massively parallel, high-level programming language

Rust 17,803 438 Updated Oct 29, 2024

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Python 4,405 230 Updated Jun 14, 2024

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 34,559 5,879 Updated Dec 22, 2024

🦍 Stanford CS236 : Deep Generative Models

112 76 Updated Jan 15, 2019

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

Python 7,941 793 Updated Dec 20, 2024

High-Resolution Image Synthesis with Latent Diffusion Models

Jupyter Notebook 12,098 1,550 Updated Feb 29, 2024

Taming Transformers for High-Resolution Image Synthesis

Jupyter Notebook 5,886 1,156 Updated Jul 30, 2024

Accepted as [NeurIPS 2024] Spotlight Presentation Paper

Jupyter Notebook 6,062 608 Updated Sep 26, 2024

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

Python 11,750 1,036 Updated Dec 21, 2024

100 numpy exercises (with solutions)

Python 12,274 5,798 Updated Jun 26, 2024

Meditron is a suite of open-source medical Large Language Models (LLMs).

Python 1,922 174 Updated Apr 10, 2024

Transformer based on a variant of attention that is linear complexity in respect to sequence length

Python 712 67 Updated May 5, 2024

General Resources for Competitive Programming

C++ 2,501 425 Updated May 14, 2023

Open-Sora: Democratizing Efficient Video Production for All

Python 22,709 2,230 Updated Dec 20, 2024
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