Shahmatov Arseniy's starred repositories

L-SAMPLER

Neural Sampler for mixing two sounds together.

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latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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stopes

A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.

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MCS2022-Top-2-solution

MCS2022-Top-2-solution

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simpleT5

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

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VQ-Diffusion

Official implementation of VQ-Diffusion

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YaLM-100B

Pretrained language model with 100B parameters

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glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

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avengers-ensemble

Golden Transformer (October 2021-December 2022 SOTA Russian SuperGLUE)

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webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

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Kaggle-IMC-solution

The solution and code for Image Matching Challenge.

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DeepSpeedTuning

Simple example of tuning rugpt3 Large with deepspeed

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laion-prepro

Get hundred of million of image+url from the crawling at home dataset and preprocess them

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CLIP_prefix_caption

Simple image captioning model

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Dalle2-Decoder

Dalle2-Decoder for image generation tasks

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kaggle-happy-whale

My part of pipeline for Happywhale 2022 competition.

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mup

maximal update parametrization (µP)

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NUWA

A unified 3D Transformer Pipeline for visual synthesis

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nto-ai-text-recognition

Optical Character Recognition + Instance Segmentation for russian and english languages

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genganbot_aiogram

This is a bot for Telegram that makes you picture look like thy were created by Van Gogh, Picasso or any painter you like

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Mask-R-CNN

tutorial for object detection

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hyperbolic-image-embeddings

Supplementary code for the paper "Hyperbolic Image Embeddings".

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digital-peter-ocrv

1st place (public LB) solution of AIJ2020 Sberbank competition (Digital Peter)

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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NormalizedNerd

Codes for the videos of my YouTube channel

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ru-dalle

Generate images from texts. In Russian

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