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LEFT: the default img2img “latent upscale” in Automatic1111 #stablediffusion RIGHT: custom “latent upscale” generated by my plugin github.com/feynlee/latent… People have long been asking for a “Hires Fix” equivalent for img2img, and my plugin fills that gap. More details in🧵…
My experience exactly
I'm noticing that due to (I think?) a lot of benchmarkmaxxing on long horizon tasks, LLMs are becoming a little too agentic by default, a little beyond my average use case. For example in coding, the models now tend to reason for a fairly long time, they have an inclination to…
1/N I’m excited to share that our latest @OpenAI experimental reasoning LLM has achieved a longstanding grand challenge in AI: gold medal-level performance on the world’s most prestigious math competition—the International Math Olympiad (IMO).
o1 is the first model I tested that was able to solve this ‘world’s hardest logic puzzle’ correctly, albeit with a lot of guidance and steering from the human.
Tried @runwayml's Camera Control with a photo of me as a baby👶 The model failed to orbit around objects when I gave it artistic paintings, but it deals with photos of people relatively well. #AI #2Dto3D
So excited about this! GitHub Copilot in Xcode! Apple better up its game fast! github.blog/changelog/2024…
github.blog
GitHub Copilot code completion in Xcode is now available in public preview - GitHub Changelog
We are excited to announce that GitHub Copilot for Xcode is now available in public preview. This is a major milestone in our ongoing mission to make Copilot an essential…
3 ultimate questions: 1. Existence: why something instead of nothing? (Nature of substance) 2. Events and dynamics: how does anything happen? (Nature of space-time and quantum probability) 3. Emergence: complexity, awareness/feeling/consciousness, possible illusion of will …
There are only 3 great scientific questions: 1. What's the universe made of? 2. What's life all about? 3. What is intelligence? There are interesting sub-questions: 1.1 What's dark matter and dark energy? 1.2 how do you get "it from bit" to paraphrase John Wheeler 1.3 what is…
These 94 lines of code are everything that is needed to train a neural network. Everything else is just efficiency. This is my earlier project Micrograd. It implements a scalar-valued auto-grad engine. You start with some numbers at the leafs (usually the input data and the…
Marketing speak to terms you already know: semantic index -> embeddings app intents -> function calling on device language model -> 3B fine tuned LLM w/ included LoRA adapters on device image model -> diffusion model w/ included LoRA adapters orchestration -> Siri Neural Engine…
This is from Apple's State of the Union The local model is a 3B parameter SLM that uses adapters trained for each specific feature. Diffusion model does the same thing, adapter for each style. Anything running locally or Apple's Secure Cloud is an Apple model, not OpenAI.
Finally got the flashcard animations to work 😅 The app is still in early development... #SwiftUI #iosdev
Just found out about this hidden feature today. Did you know that you can now share passwords with people on Mac? It works with iPhone with #iOS17, iPad with #iPadOS17, or a Mac with macOS #Sonoma. support.apple.com/guide/mac-help…
Don't be afraid of what you love. Cherish anything that can motivate you. Lean into anything that tugs at your heartstrings, no matter how unconventional and bizarre. Channel the desire, energy, and passion to shape yourself into the best version of who you can be.
In #SwiftUI, Text() can parse Markdown text directly. However, if the text is passed through a variable: - It must first be converted to AttributedString - Use .inlineOnly or .inlineOnlyPreservingWhitespace for interpretedSyntax to preserve line breaks.
Here is my solution for creating a selectable list with objects of different types in each section: - Select by using UUIDs, which are unique across types - Retrieve the object associated with the selected UUID Is there a better way to do this? #iosdev #SwiftUI
While watching #DunePart2 in the theater, I was strongly reminded of #AttackOnTitan and how it made me feel, though perhaps it's more accurate to frame it the other way around. Now that I think about it, they are telling the same story at the core! And I love them for that! ♥️
How to create a popover sheet that doesn't cover the entire screen: - Use detents to define the heights at which the sheet can stop. - The "upThrough" method prevents the sheet from being dragged upward to cover the entire screen. #iosdev #SwiftUI
Sora makes me think that, maybe in the future, 2D image generation really should be a single frame from a video generation model in some cases. Alternatively, it would be great if we can distill the more accurate 3D geometry and anatomy understanding/learning into a 2D model.
Sora from @OpenAI is super impressive, but how consistent are the geometries? We ran this through our fast 3DGS pipeline, and here are some of the early results. This is a reconstruction 👉 1/n
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