Digest 2022-07
@snaker
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# ML
Facebook builds a vast machine translation model and releases it as open source - https://ai.facebook.com/blog/nllb-200-high-quality-machine-translation/
Towards Reliability in Deep Learning Systems - https://ai.googleblog.com/2022/07/towards-reliability-in-deep-learning.html
Оптимизация сервинга нейросетей - https://habr.com/ru/company/odnoklassniki/blog/675768/
Восстанавливаем предложения из эмбеддингов LaBSE - https://habr.com/ru/post/677618/
DALL·E Now Available in Beta - https://openai.com/blog/dall-e-now-available-in-beta/
Самоуверенные нейросети - https://habr.com/ru/post/593315/
DeepSpeed Compression: A composable library for extreme compression and zero-cost quantization - https://www.microsoft.com/en-us/research/blog/deepspeed-compression-a-composable-library-for-extreme-compression-and-zero-cost-quantization/
Simplified Transfer Learning for Chest Radiography Model Development - https://ai.googleblog.com/2022/07/simplified-transfer-learning-for-chest.html
Paper Review: Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios - https://andlukyane.com//blog/paper-review-next-vit
# Blogs
Embrace the curious life - https://www.strangeloopcanon.com/p/embrace-the-curious-life
Don’t Know How My Show Is Doing’ Streamers run on data, but that doesn’t mean they’re sharing it with showrunners. - https://www.vulture.com/article/streaming-showrunners-data-transparency-tv-ratings.html
An easy to use blogging platform, with enhanced support for Jupyter Notebooks - https://github.com/fastai/fastpages
# Hardware
THE DEATH OF GENERAL COMPUTE - https://digitstodollars.com/2022/07/07/the-death-of-general-compute/
A QUICK OVERVIEW OF AMD - https://digitstodollars.com/2022/07/06/a-quick-overview-of-amd/
Нехватка видеокарт в мире кончилась, цены дико упали. Но не всё так однозначно… - https://habr.com/ru/post/676224/
The Dark Side Of The Semiconductor Design Renaissance – Fixed Costs Soaring Due To Photomask Sets, Verification, and Validation - https://semianalysis.substack.com/p/the-dark-side-of-the-semiconductor
# Code
Итераторы в Python для самых маленьких - https://habr.com/ru/company/domclick/blog/674194/
Poetry vs. Docker caching: Fight! - https://pythonspeed.com/articles/poetry-vs-docker-caching/
Сравнительный анализ эффективности работы Cython и Python - https://habr.com/ru/post/676426/
It's Time to Say Goodbye to These Obsolete Python Libraries - https://martinheinz.dev/blog/77
Как универсально организовать импорты в проекте, независимо от того, где находятся модули? - https://habr.com/ru/post/678488/#comment_24556502
Finding performance bottlenecks in Celery tasks - https://pythonspeed.com/articles/celery-performance/
# Datasets
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset - https://arxiv.org/abs/2207.00220
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Originally posted on - https://t.me/snakers4
