VivienCabannes

Vivien Cabannes's starred repositories

rates

Statistical convergence rates

Language:Jupyter NotebookNOASSERTION400

composable-llm

Experiments around LLMs

Language:Jupyter NotebookNOASSERTION100

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Language:Jupyter NotebookMIT3360800

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Language:Jupyter NotebookMIT5811700

mamba-minimal

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

Language:PythonApache-2.0249100

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

Language:Jupyter NotebookMIT298600

GPU-Puzzles

Solve puzzles. Learn CUDA.

Language:Jupyter NotebookMIT549800

functorch

functorch is JAX-like composable function transforms for PyTorch.

Language:Jupyter NotebookBSD-3-Clause138500

visual_anagrams

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

Language:Jupyter NotebookMIT79900

faiss

A library for efficient similarity search and clustering of dense vectors.

Language:C++MIT2992200

LAWT

Code for papers Linear Algebra with Transformers (TMLR) and What is my Math Transformer Doing? (AI for Maths Workshop, Neurips 2022)

Language:PythonNOASSERTION5900

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Language:PythonMIT771800

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

Language:PythonMIT3799900

CLIP

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

Language:Jupyter NotebookMIT2412700

DiffusionFastForward

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

Language:Jupyter NotebookMIT56100

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Language:PythonNOASSERTION2673500

minGPT-ddp

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Language:PythonMIT2000

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

Language:Jupyter NotebookMIT980200

llama2.c

Inference Llama 2 in one file of pure C

Language:CMIT1700100

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Language:PythonMIT3552600

mup

maximal update parametrization (µP)

Language:Jupyter NotebookMIT130200

yabai

A tiling window manager for macOS based on binary space partitioning

Language:CMIT2273800

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

NOASSERTION2611400

i3

A tiling window manager for X11

Language:CBSD-3-Clause934800

Data-Science--Cheat-Sheet

Cheat Sheets

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