Tolga Cangöz's repositories
ML-Practices
Several ML Documents
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
UltraFastBERT
The repository for the code of the UltraFastBERT paper
autotrain-advanced
🤗 AutoTrain Advanced
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
caption-upsampling
This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.
captum
Model interpretability and understanding for PyTorch
contributor_covenant
Pledge your respect and appreciation for contributors of all kinds to your open source project.
developer
with 100k context windows on the way, it's now feasible for every dev to have their own smol developer
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
fsdl-text-recognizer-2022
Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
just-pandas-things
An ongoing list of pandas quirks
blog
Public repo for HF blog posts
cookbook
Open-source AI cookbook
datatrove
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
Efficient-Deep-Learning
A bag of tricks to speed up your deep learning process
Efficient-PyTorch
My best practice of training large dataset using PyTorch.
fastai
The fastai deep learning library
fastfeedforward
A repository for log-time feedforward networks
grok-pytorch
pytorch implementation of grok
langchain
⚡ Building applications with LLMs through composability ⚡
nanotron
Minimalistic large language model 3D-parallelism training
patch_conv
Patch convolution to avoid large GPU memory usage of Conv2D
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch.github.io
The website for PyTorch
quanto
A pytorch Quantization Toolkit
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
website
Source for https://fullstackdeeplearning.com