Category: Allgemein

Announcing Deno Queues

Introducing Deno Queues – zero config, scalable messaging with a guaranteed at-least-once delivery. This new primitive builds on the foundation set by Deno KV, and is...

Register for Deno Fest Tokyo, October 20th 2023

Join us to learn about the past, present, and future of Deno as we co-host Deno Fest in Tokyo on October 20th!

Deno 1.37: Modern JavaScript in Jupyter Notebooks

Deno 1.37 ships with a Jupyter notebook integration and improved VSCode and LSP features.

The State of Web Frameworks on Deno

With npm compatibility in Deno improving, and npm specifiers now available on Deno Deploy, there are more options than ever to build web apps on Deno....

Bounties Damage Open Source Projects

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Deno KV internals: building a database for the modern web

How we built a performant, scalable, ACID-compliant, JavaScript-native database on FoundationDB.

Announcing native npm support on Deno Deploy

Deno Deploy becomes the first isolate serverless platform to natively support more than two million modules on npm.

Deno KV is in Open Beta

Deno KV, the easiest way to add a strongly consistent database to your app, is now in open beta.

Can LLMs learn from a single example?

We’ve noticed an unusual training pattern in fine-tuning LLMs. At first we thought it’s a bug, but now we think it shows LLMs can learn effectively...

Build a Cross-Platform CLI with Deno in 5 minutes

Here’s how Deno’s built-in tools and APIs make it easy to build a CLI and distribute it to all major platforms.

August 22nd, 2023 Deno Deploy Post-mortem

Post-mortem report for the Deploy outage on August 22nd, 2023.

Fresh 1.4 – Faster Page Loads, Layouts and More

Discover new improvements in Fresh 1.4 that makes your site quicker to load and comes with several improvements to make authoring complex projects easier.

Node.js’s Config Hell Problem

Why a Next.js project has over 30 configuration files and what we can do to avoid it.

Deno 1.36: More flexible security and expanded testing APIs

Deno 1.36 introduces new runtime security options plus expanded testing and benchmarking APIs.

Jacob Young Joins the Core Zig Team

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dnt — the easiest way to publish a hybrid npm module for ESM and CommonJS

How to write your module with modern tooling and transform it with `dnt` to support CommonJS, ESM, browsers, Deno, Node.js, TypeScript, and more.

The real risk of AI is how it concentrates power

Moving AI ethics beyond explainability and fairness to justice

How the creator of Homebrew simplifies distributing software with tea and Deno

Deno is a critical part of distributing our own software and also helping our users manage their dependencies.

Build and Ship Astro Sites with Deno and Deno Deploy

Learn how to build and deploy static and server-rendered apps with Astro on Deno and Deno Deploy.

The Upcoming Release Postponed Two More Weeks and Lacks Async Functions

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Fresh 1.3 – Simplified Route Components and More

Explore the key improvements in Fresh 1.3: streamlined route components, enhanced error handling, updated linting rules, and multi-island exports. This release also supports the stable Deno.serve...

AI Safety and the Age of Dislightenment

Model licensing & surveillance will likely be counterproductive by concentrating power in unsustainable ways

Deno 1.35: A fast and convenient way to build web servers

Deno.serve() is stable, support for key npm packages, and more.

June 25th, 2023 Deno Deploy Postmortem

Post-mortem report for the Deploy outage on June 25th, 2023.

CommonJS is hurting JavaScript

How CommonJS became Node’s module system, ESM solved modules for the browser, and why supporting both slows down the JavaScript ecosystem.

LLM Powered Autonomous Agents

Building agents with LLM (large language model) as its core controller is a cool concept. Several proof-of-concepts demos, such as AutoGPT, GPT-Engineer and BabyAGI, serve as...

Announcing SOC 2 Compliance

What SOC 2 compliance for security, availability, and confidentiality means for Deno.

Humility: An Essential Value

Fresh 1.2 – welcoming a full-time maintainer, sharing state between islands, limited npm support, and more

Learn what new features the 1.2 release brings and about the future of Fresh.

Announcing the Deno KV Hackathon

Rules, categories, prizes, and more about the Deno KV Hackathon.

The State of Edge Functions 2023: The Year of Globally Distributed Apps

More developers are hosting entire apps at the edge and other major takeaways from the 2023 State of Edge Functions report.

How to Build a CRUD API with Oak and Deno KV

Learn how to use secondary indexes, atomic transctions, and more with Deno KV in this introductory tutorial.

Is Avoiding Extinction from AI Really an Urgent Priority?

The history of technology suggests that the greatest risks come not from the tech, but from the people who control it

Node.js built-ins on Deno Deploy

You can now use Node.js built-in modules like `node:http` on Deno Deploy, allowing you to run existing Node.js apps at the edge.

Deno 1.34: deno compile supports npm packages

This update augments compatibility with npm and Node.js, incorporates glob support, and enhances TLS certificates with IP addresses. It also brings forth improvements to the configuration,...

May 23rd, 2023 Deno Deploy Postmortem

Post-mortem report for the Deploy and Subhosting outage on May 23rd, 2023.

10 Thoughts from the Fourth Trimester

Back in February, I wrote a post about my upcoming book that included a big visual of the timeline. Just two weeks after the book launch,...

How immutable scripts in Deno allow Windmill.dev (YC S22) to build production-grade ops

We chose Deno for its low cold start times, ability to execute untrusted code securely, and ease in creating shareable, immutable scripts.

Build your own ChatGPT-style doc search with Fresh, OpenAI, and Supabase

Learn how to setup a customized ChatGPT-style doc search and work with the OpenAI Chat-GPT3 API.

Roll your own JavaScript runtime, pt. 3

We’ll create and load a snapshot of our custom JavaScript runtime to optimize startup time.

Mojo may be the biggest programming language advance in decades

Mojo is a new programming language, based on Python, which fixes Python’s performance and deployment problems.

Announcing Deno KV

Introducing Deno KV, a global key-value database for effortless stateful app development on Deno Deploy, offering seamless integration, strong consistency, and versatility.

Deno 1.33: Deno 2 is coming

Deno 1.33 is a step towards our next major release, with improved LSP support, enhanced Node.js compatibility, and more.

A Gentle Introduction to Islands

What islands are, what they’re not, and how they work.

How to Install Python 3.11 on Ubuntu 22.04

This article will explain how to build Python from the source code on Ubuntu 22.04.

Build a REST API with Express, TypeScript, and Deno, pt. 2

The second half in our series of how to get up and running with Deno and Express quickly.

Announcing Deno SaaSKit: an open-source SaaS template built with Fresh

Built on Fresh, SaaSKit combines the best developer experience with a performant user experience to help you start your SaaS fast.

From Deep Learning Foundations to Stable Diffusion

We’ve released our new course with over 30 hours of video content.

Deno 1.32: Enhanced Node.js Compatibility

Deno 1.32 brings major improvements to deno compile, Node.js compatibility, Web APIs, and more.

Why We Added package.json Support to Deno

The most recent release brought some significant changes in the form of better Node and NPM compatibility with package.json support. This prompted questions from our users...

GPT 4 and the Uncharted Territories of Language

Language is a source of limitation and liberation. GPT 4 pushes this idea to the extreme by giving us access to unlimited language.

Prompt Engineering

Prompt Engineering, also known as In-Context Prompting, refers to methods for how to communicate with LLM to steer its behavior for desired outcomes without updating the...

Build a REST API with Express, TypeScript, and Deno

How to setup a REST API using Express and TypeScript in minutes.

Introducing the Annual State of Edge Functions Survey

Together we can identify current and upcoming trends as well as common frustrations to better understand how to best use this nascent technology.

You Don’t Need a Build Step

The build step helps Node.js/npm run in the browser, optimize end-user performance, etc. But long build times limit productivity. With modern tooling, do we still need...

Deno 1.31: package.json support

Deno 1.31 adds support for package.json, stabilizes Node-API, Deno.Command API, adds `node:v8` module, and more.

Office Hours Roundup and Update

We’ve got Q&A highlights from our last two live events and updates about Office Hours going forward.

A Short History of My Last Six Years

June 18, 2016. Obama was president, the Cavs were on their way to beating the Warriors in the NBA finals, Game of Thrones was still good,...

Roll your own JavaScript runtime, pt. 2

We’ll implement `fetch`, read command line arguments, and add native support for TypeScript and TSX.

Build a Simple Image Resizing API in less than 100 LOC

A tutorial on building and deploying a simple image resizing API.

I was an AI researcher. Now, I am an immunology student.

Last year, I became captivated by a new topic in a way that I hadn’t felt since I first discovered machine learning

The Future (and the Past) of the Web is Server Side Rendering

A brief history about server-side rendering and why it’s the right approach for modern web development.

The Transformer Family Version 2.0

Many new Transformer architecture improvements have been proposed since my last post on “The Transformer Family” about three years ago. Here I did a big refactoring...

Deno 1.30: Built-in Node modules

Deno 1.30 supports built-in Node modules, deno.json is an import map, deno fmt can format without semicolons, and more…

Office Hours Transcript for 2023-01-13

Here’s a list of questions, answers, and takeaways from our January 13th office hours.

Deno in 2022: npm, Edge Functions, Series A, Fresh, and more

2022 was a big year for Deno. Here are the biggest updates from the past year and what’s coming up next.

How to Build a GraphQL Server with Deno

A short tutorial on building a GraphQL server in Deno.

Large Transformer Model Inference Optimization

[Updated on 2023-01-24: add a small section on Distillation.] Large transformer models are mainstream nowadays, creating SoTA results for a variety of tasks. They are powerful...

Announcing Office Hours!

We’re hosting bi-weekly office hours in our Discord server! Ask questions (or submit them in advance), get technical help, or just come and hang out.

How to Install Tomcat 10 on Ubuntu 22.04

This article explains how to install and configure Tomcat 10 on Ubuntu 22.04.

Progress on the Block Protocol

Since the 1990s, the web has been a publishing place for human-readable documents. Documents published on the web are in HTML. HTML has a little bit...

Deno 1.29: Custom npm registry support

Deno 1.29 ships with many npm compatibility improvements, lots of quality of life improvements and TypeScript 4.9

Transcript of Elon Musk on stage with Dave Chapelle

This is a transcription of videos Elon Musk’s appearance on stage with Dave Chapelle using OpenAI’s Whisper model with some manual error corrections and annotations for...

Build an Edge Function for the Supabase Hackathon

We’re sponsoring and judging the Best Edge Functions category. Create an edge function and be eligible to win Deno merch and other prizes.

Personalization Pyramid: A Framework for Designing with User Data

Goodbye to the C++ Implementation of Zig

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How to build a static site with Lume

Build a simple static site with Lume.

Run npm and Deno anywhere

Did you know you can host and run your Deno code in any virtual private server? Here’s how to get started.

Build a More Secure Web using npm with Deno

How Deno’s secure-by-default and opt-in permissions system gives you more confidence in running untrusted npm modules.

Build Apps in Deno with Frameworks such as React, Vue, Express, and more.

Getting started with web frameworks in npm and Deno.

Persist Data in Deno with npm using Prisma, Mongoose, Apollo, and more.

Here’s how to get started with a few data persistence npm modules and Deno.

Deno 1.28: Featuring 1.3 Million New Modules

Deno 1.28 ships with stabilized npm modules, auto-discovered lock file, a new subprocess API, and more

Introducing Fresh WordPress Themes

Combine the DX and performance of Fresh with the reliability and dependability of WordPress.

How to Setup Auth with Fresh

A tutorial to setting up authentication with Fresh.

Deno 1.27: Major IDE Improvements

Deno 1.27 ships with major improvements for IDEs, better support for npm packages, navigator.language Web API and more.

How to Build a Blog with Fresh

Create a simple blog with Fresh in minutes.

Which serverless edge platform has the fastest git deployments?

We test a handful of popular serverless edge computing providers to see which has the fastest git deployment time.

1st Two Lessons of From Deep Learning Foundations to Stable Diffusion

4 videos from Practical Deep Learning for Coders Part 2, 2022 have been released as a special early preview of the new course.

The Future of the Web is on the Edge

A brief history of the internet explaining why building for the edge is faster, more secure, and easier than ever.

Chat log exhibits from Twitter v. Musk case

This is a scan/OCR of Exhibits H and J from the Twitter v. Musk case, with some of the conversations de-interleaved and of course converted from...

Deno 1.26 Release Notes

Deno 1.26 adds Cache Web API; improves permission system, experimental npm support, Node.js compatibility; ships with TypeScript 4.8, and more.

The Anatomy of an Isolate Cloud

Deno Deploy is one of the fastest ways to deploy an app. How does it work?

How to Install Python Pip on Ubuntu 22.04

This guide explains how to install pip for Python 3 and Python 2 on Ubuntu 22.04. Pip is a package manager for Python used to install,...

Deep Learning Foundations Signup, Open Source Scholarships, & More

Signups are now open for Practical Deep Learning for Coders Part 2, 2022. Scholarships are available for fast.ai community contributors, open source developers, and diversity scholars.

Slack releases platform open beta powered by Deno

Introducing the new Slack Platform that is a faster, flexible, and more secure way to build on top of Slack.

Incredibly Fast BLOOM Inference with DeepSpeed and Accelerate

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A Whole Website in a Single JavaScript File, cont’d

A modern website with dynamic API endpoints and form functionality in a single JavaScript file.

What’s new in Diffusers? 🎨

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Futurist prediction methods and accuracy

I’ve been reading a lot of predictions from people who are looking to understand what problems humanity will face 10-50 years out (and sometimes longer) in...

Takeaways

We bring you up to speed this week on updates from Microsoft for the Windows 11 Dev Channel, Surface Duo 2, Xbox dashboard, and a new...

Some Math behind Neural Tangent Kernel

Neural networks are well known to be over-parameterized and can often easily fit data with near-zero training loss with decent generalization performance on test dataset. Although...

Fresh 1.1 – automatic JSX, plugins, DevTools, and more

This release makes Fresh even more powerful with automatic JSX, plugins, DevTools integration and more.

Train your first Decision Transformer

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How to train a Language Model with Megatron-LM

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Mildly Interesting

This week, we talk about the possibility of the Surface Pro and X lines merging and some new foldable PCs. How likely are they to become...

OpenRAIL: Towards open and responsible AI licensing frameworks

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Deno 1.25 Release Notes

Deno 1.25 adds the `deno init` subcommand, experimental support for importing npm packages, a new faster web server, and performance improvements to the FFI.

Visualize proteins on Hugging Face Spaces

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Stable Diffusion with 🧨 Diffusers

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Pre-Train BERT with Hugging Face Transformers and Habana Gaudi

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Deploying 🤗 ViT on Vertex AI

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Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore

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A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

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Big Changes Ahead for Deno

Learnings from our recent survey and feedback from across our community. We’ll discuss how we’re addressing this feedback and the features to expect from Deno in...

Introducing Skops

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Hugging Face’s TensorFlow Philosophy

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Deploying 🤗 ViT on Kubernetes with TF Serving

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Train and Fine-Tune Sentence Transformers Models

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Proximal Policy Optimization (PPO)

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Introducing the Private Hub: A New Way to Build With Machine Learning

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Nyströmformer: Approximating self-attention in linear time and memory via the Nyström method

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Comments on U.S. National AI Research Resource Interim Report

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Roll your own JavaScript runtime

A walk-through of creating a CLI that executes JavaScript files.

Introducing new audio and vision documentation in 🤗 Datasets

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Faster Text Generation with TensorFlow and XLA

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Deploying TensorFlow Vision Models in Hugging Face with TF Serving

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Advantage Actor Critic (A2C)

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Deno 1.24 Release Notes

Deno 1.24 improves performance of transpiling and type-checking, adds unhandledrejection and beforeunload events, adds import.meta.resolve() API, and more

2022-07-18 incident update

Post-mortem report for the Deploy and Subhosting outage on July 18th

How to train your model dynamically using adversarial data

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July 13th Utah Outage Update

Post-mortem report for the outage on July 13th and 14th 2022

The Technology Behind BLOOM Training

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Building a Playlist Generator with Sentence Transformers

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Introducing The World’s Largest Open Multilingual Language Model: BLOOM

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Getting Started with Sentiment Analysis on Twitter

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wasmbuild – Using Rust in Deno and Web Apps

An easier way to build Rust for Deno and the Web.

Policy Gradient with PyTorch

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Liftoff! How to get started with your first ML project 🚀

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Fresh 1.0

Fresh is a new full stack web framework for Deno. By default, Fresh web pages send zero JavaScript to the client.

Accelerate Large Model Training using DeepSpeed

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Announcing Evaluation on the Hub

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Getting Started With Embeddings

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Convert Transformers to ONNX with Hugging Face Optimum

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Deno raises $21M

Series A led by Sequoia Capital

Deno 1.23 Release Notes

Deno 1.23 changes default type-checking behavior, ships with TypeScript 4.7, updates “deno task”, and more

Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration

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Director of Machine Learning Insights [Part 3: Finance Edition]

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Generalized Visual Language Models

Processing images to generate text, such as image captioning and visual question-answering, has been studied for years. Traditionally such systems rely on an object detection network...

Mobile-First CSS: Is It Time for a Rethink?

The Annotated Diffusion Model

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Deep Q-Learning with Space Invaders

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Install ONLYOFFICE Docs on Ubuntu 20.04

Learn how to install and use ONLYOFFICE Docs on Ubuntu 20.04.

May 30 incident update

Post-mortem report for the 1 hour service outage on March 30th 2022

How to Install Node.js and npm on Ubuntu 22.04

In this tutorial, we will explore three different ways of installing Node.js and npm on Ubuntu 22.04.

Graphcore and Hugging Face Launch New Lineup of IPU-Ready Transformers

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Introducing Pull Requests and Discussions 🥳

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Deno Deploy Beta 4

Introducing a dashboard re-design, more regions, and billing.

Efficient Table Pre-training without Real Data: An Introduction to TAPEX

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An Introduction to Q-Learning Part 2/2

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How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap

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Putting ethical principles at the core of the research lifecycle

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Deno 1.22 Release Notes

Deno 1.22 changes default type-checking behavior, removes Deno.emit() API, adds Response.json() API, adds Deno namespace to workers by default, and more

An Introduction to Q-Learning Part 1

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Announcing the Hugging Face Fellowship Program

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Machine Learning Experts – Sasha Luccioni

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Gradio 3.0 is Out!

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Director of Machine Learning Insights [Part 2: SaaS Edition]

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Student Ambassador Program’s call for applications is open!

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Designers, (Re)define Success First

Accelerated Inference with Optimum and Transformers Pipelines

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Announcing the Web-interoperable Runtimes Community Group

Deno partners with Cloudflare and others on runtime interoperability through web standards.

We Raised $100 Million for Open & Collaborative Machine Learning 🚀

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Welcome fastai to the Hugging Face Hub

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An Introduction to Deep Reinforcement Learning

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Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel

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Opinion Classification with Kili and HuggingFace AutoTrain

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How to setup a blog with Hugo and Deno Deploy

Set up and deploy a blog to the edge in minutes.

​How to Upgrade to Ubuntu 22.04

Ubuntu 22.04 LTS (Jammy Jellyfish) was released on April 21, 2022, and it will be supported for five years. This tutorial explains how to upgrade to...

Director of Machine Learning Insights

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Getting Started with Transformers on Habana Gaudi

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Introducing Hugging Face for Education 🤗

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Supercharged Customer Service with Machine Learning

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CO2 Emissions and the 🤗 Hub: Leading the Charge

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Deno 1.21 Release Notes

Deno 1.21 has improvements to testing facilities, the REPL, adds deno check, improves the language server, adds a new subprocess API, and more

Netlify Edge Functions on Deno Deploy

Introducing Netlify Edge Functions built on Deno Deploy.

Learning with not Enough Data Part 3: Data Generation

Here comes the Part 3 on learning with not enough data (Previous: Part 1 and Part 2). Let’s consider two approaches for generating synthetic data for...

Machine Learning Experts – Lewis Tunstall

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Habana Labs and Hugging Face Partner to Accelerate Transformer Model Training

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In defense of simple architectures

Wave is a $1.7B company with 70 engineers1 whose product is a CRUD app that adds and subtracts numbers. In keeping with this, our architecture is...

A Whole Website in a Single JavaScript File

Explanation and making of a website in a single JavaScript file

~Don’t~ Repeat Yourself

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Supabase Functions on Deno Deploy

Supabase developers can now deploy global edge functions on Deno Deploy.

Introducing Decision Transformers on Hugging Face 🤗

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Machine Learning Experts – Margaret Mitchell

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Announcing the 🤗 AI Research Residency Program

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Deno 1.20 Release Notes

Deno 1.20 increases performance, auto-compresses http responses, adds ‘deno task’, adds ‘deno bench’, allows import maps in deno.json, and more