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Pavel Belevich's Projects

aladdin-connect icon aladdin-connect

Python module that allows interacting with Genie Aladdin Connect devices

awsome-distributed-training icon awsome-distributed-training

Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

builder icon builder

Continuous builder and binary build scripts for pytorch

cs344 icon cs344

Introduction to Parallel Programming class code

csprng icon csprng

Cryptographically secure pseudorandom number generators for PyTorch

deep_learning_2018-19 icon deep_learning_2018-19

Официальный репозиторий курса Deep Learning (2018-2019) от Deep Learning School при ФПМИ МФТИ

dirt icon dirt

DIRT: a fast differentiable renderer for TensorFlow

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

frankmocap icon frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

gloo icon gloo

Collective communications library with various primitives for multi-machine training.

imagecaptioning.pytorch icon imagecaptioning.pytorch

image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

kineto icon kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

llama-recipes icon llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

mesh icon mesh

MPI-IS Mesh Processing Library

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