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accelerate icon accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

ansible icon ansible

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/

benchmark icon benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

examples icon examples

This repository contains example code to build models on TPUs

fairseq icon fairseq

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

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

leetcode icon leetcode

solution and idea for some of the problem in leetcode

lit-gpt icon lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

maskrcnn icon maskrcnn

fork from Nick's maskrcnn repo (https://docs.google.com/document/d/1pd3XOvCeMugiZ6y3adLZo3pAgqiWHitkASuUawEbECY/edit#)

ml-auto-solutions icon ml-auto-solutions

A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across different frameworks.

ml-testing-accelerators icon ml-testing-accelerators

Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

spoon-knife icon spoon-knife

This repo is for demonstration purposes only. Comments and issues may or may not be responded to.

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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