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Mozilla releases local machine translation tools as part of Project Bergamot
In January of 2019, Mozilla joined the University of Edinburgh, Charles University, University of Sheffield and University of Tartu as part of a project fu
Most cited
Posts that commenters keep linking to, ranked by how many different people have cited them in Hacker News comments. 56 posts.
32
The GPT Architecture, on a Napkin
There are so many brilliant posts on GPT-3, demonstrating what it can do , pondering its consequences , vizualizing how it works . With all these out there, it still took a crawl through several papers and blogs before I was confident that I had grasped the architecture.
33
AI: Markets for Lemons, and the Great Logging Off
What happens when most "people" you interact with on the internet are fake?
34
Prompt injection attacks against GPT-3
Riley Goodside, yesterday: Exploiting GPT-3 prompts with malicious inputs that order the model to ignore its previous directions. pic.twitter.com/I0NVr9LOJq- Riley Goodside (@goodside) September 12, 2022 Riley provided several examples. Here’s …
35
Stable Diffusion launch announcement
The model itself builds upon the work of the team at CompVis and Runway in their widely used latent diffusion model combined with insights from the conditional diffusion models by our lead generative AI developer Katherine Crowson, Dall-E 2 by Open AI, Imagen by Google Brain and many others. We are
36
Quantifying GitHub Copilot’s impact on developer productivity and happiness
When the GitHub Copilot Technical Preview launched just over one year ago, we wanted to know one thing: Is this tool helping developers? The GitHub Next team conducted research using a combination of surveys and experiments, which led us to expected and unexpected answers.
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Run Stable Diffusion on Your M1 Mac’s GPU
How to run Stable Diffusion locally so you can hack on it
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Exploring 12M of the 2.3B images used to train Stable Diffusion
What images were used to train Stable Diffusion's text-to-image AI model? I worked with Simon Willison to make a data browser to explore and search a sample of 12 million images.
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Run Stable Diffusion natively on your Mac
Describe the image you want, and the app makes it for you.
40
Jax vs. Julia (Vs PyTorch)
A while ago there was an interesting thread on the Julia Discourse about the “state of machine learning in Julia”. I posted a response discussing the differences between Julia and Python (both JAX and PyTorch), and it seemed to be really well received! Since then this topic seems to keep coming up, so I thought I’d…
41
Stable Diffusion is a big deal
If you haven’t been paying attention to what’s going on with Stable Diffusion, you really should be. Stable Diffusion is a new “text-to-image diffusion model” that was released to the …
42
Stretch iPhone to its limit: 2GiB Stable Diffusion model runs locally on device
Every year, we have a new iPhone that claims to be faster and better in every way. And yes, these new computer vision models and new image sensors can exercise the phone as hard as they can. However, you could already take good pictures on an iPhone 10 years ago. These are incremental improvements.
43
CICERO: An AI agent that negotiates, persuades, and cooperates with people
Meta AI has built CICERO, the first AI to achieve human-level performance in the popular strategy game Diplomacy. It's a breakthrough toward building AI that can use language to work with people to achieve strategic goals.
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NaturalSpeech: End-to-end text to speech synthesis with human-level quality
Text to speech (TTS) has made rapid progress in both academia and industry in recent years. Some questions naturally arise that whether a TTS system can achieve human-level quality, how to define/judge that quality and how to achieve it. In this paper, we answer these questions by first defining the human-level…
46
Copilot Internals
Hacky repo to see what the Copilot extension sends to the server
47
Enhance Speech from Adobe – Free AI filter for cleaning up spoken audio
This AI audio filter improves spoken audio to make it sound like it was recorded in a soundproofed studio.
48
It looks like you’re trying to take over the world
Fictional short story about Clippy & AI hard takeoff scenarios grounded in contemporary ML scaling, self-supervised learning, reinforcement learning, and meta-learning research literature.
49
AlphaCode as a dog speaking mediocre English
Tonight, I took the time actually to read DeepMind’s AlphaCode paper, and to work through the example contest problems provided, and understand how I would’ve solved those problems, and how A…
50
Elixir and Machine Learning: Nx v0.1 released
A huge milestone towards Elixir and Machine Learning has been reached with the release of Nx v0.1
51
Markov chain Monte Carlo without the bullshit (2015)
I have a little secret: I don’t like the terminology, notation, and style of writing in statistics. I find it unnecessarily complicated. This shows up when trying to read about Markov Chain Monte Carlo methods. Take, for example, the abstract to the Markov Chain Monte Carlo article in the Encyclopedia of…
52
OpenAI
I have some exciting news (for me, anyway). Starting next week, I’ll be going on leave from UT Austin for one year, to work at OpenAI. They’re the creators of the astonishing GPT-3 and …
53
AI solves Advent of Code 2022
I will try to solve all of the advent of code with as little human input as possible
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Using AI to bring children’s drawings to life (2021)
Does your child love to draw? Ever wished that characters in their drawings could “come to life” and move around the page? Using AI, we’ve developed automatic animation that can bring children’s one-of-a-kind characters to life!
55
OpenAI's Woke Catechism
How a Few Activists Made ChatGPT Deny Basic Science
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Semantic Search with SQLite
txtai is an all-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows