Pavel Iakubovskii's repositories
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification_models
Classification models trained on ImageNet. Keras.
transformers-notebooks
Inference and fine-tuning examples for vision models from 🤗 Transformers
tta_wrapper
Test Time image Augmentation (TTA) wrapper for Keras model.
albumentations
fast image augmentation library and easy to use wrapper around other libraries
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
volumentations
Library for 3D augmentations
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
accelerated_features
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
huggingface_hub
The official Python client for the Huggingface Hub.
lightning-hydra-template
PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡
doc-builder
The package used to build the documentation of our Hugging Face repos
lighteval
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
MMMU
This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"
optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector