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A fast communication-overlapping library for tensor parallelism on GPUs.

C++ 80 7 Updated Jul 9, 2024

UNet diffusion model in pure CUDA

Cuda 513 23 Updated Jun 28, 2024

Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.

Python 1,486 89 Updated Jul 10, 2024

A native PyTorch Library for large model training

Python 1,311 115 Updated Jul 11, 2024

Ring attention implementation with flash attention

Python 436 30 Updated May 20, 2024

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

Python 417 17 Updated Jul 9, 2024

LLM training in simple, raw C/CUDA

Cuda 21,532 2,342 Updated Jul 11, 2024

LL3M: Large Language and Multi-Modal Model in Jax

Python 58 3 Updated Apr 23, 2024

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Python 1,196 125 Updated Mar 16, 2024

Karras et al. (2022) diffusion models for PyTorch

Python 2,183 369 Updated Jun 7, 2024

A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.

2,815 169 Updated Jul 11, 2024

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

Python 8,722 794 Updated Jul 1, 2024

Building blocks for foundation models.

272 10 Updated Jan 3, 2024

Robust Speech Recognition via Large-Scale Weak Supervision

Python 64,388 7,499 Updated Jul 2, 2024

Easy generative modeling in PyTorch.

Python 418 62 Updated Sep 11, 2023

Simple, safe way to store and distribute tensors

Python 2,611 165 Updated Jul 10, 2024

Annotated version of the Mamba paper

Jupyter Notebook 435 17 Updated Feb 27, 2024

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

Python 2,441 172 Updated Mar 8, 2024

A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!

Jupyter Notebook 339 15 Updated Jul 3, 2024

OneDiff: An out-of-the-box acceleration library for diffusion models.

Python 1,443 86 Updated Jul 11, 2024

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Jupyter Notebook 2,319 540 Updated Jun 10, 2024

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

Python 971 78 Updated Jul 2, 2024

[ECCV 2024] Tokenize Anything via Prompting

Jupyter Notebook 469 19 Updated Jul 4, 2024

Examples for MS-AMP package.

Shell 24 10 Updated Apr 13, 2024
38 Updated Dec 8, 2023

Mamba SSM architecture

Python 11,613 950 Updated Jul 3, 2024

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

Python 5,364 487 Updated Jul 3, 2024

Code for the paper "Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models"

Jupyter Notebook 785 74 Updated Jun 22, 2024

Master programming by recreating your favorite technologies from scratch.

284,732 26,727 Updated Jul 10, 2024
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