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Cloud TPU v5p and AI Hypercomputer
The new TPU v5p is a core element of AI Hypercomputer, which is tuned, managed, and orchestrated specifically for gen AI training and serving.
New
The latest blog posts to take off on Hacker News. 6,334 posts.
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Gemini: Google's most capable AI model yet
Gemini is our most capable and general model, built to be multimodal and optimized for three different sizes: Ultra, Pro and Nano.
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Compressing Gaussian Splats
Introduction
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High Court rules that Getty vs. Stability AI case can proceed
While most of the attention regarding artificial intelligence and copyright has been centred in the United States, it’s useful to remember that one of the main pieces of litigation is taking …
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Fine-tuning Mistral 7B on Magic the Gathering Draft
Tips, examples, and thoughts from an exploration of the world of fine tuning
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How does Shazam work? (2022)
Your phone's ability to identify any song it listens to is pure technological magic. In this article, I'll show you how one of the most popular apps, Shazam , does it. The founders of Shazam released a paper in 2003 documenting how it works, and I have been working on an implementation of that paper, abracadabra .
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Sequential modeling enables scalable learning for large vision models
We introduce a novel sequential modeling approach which enables learning a Large Vision Model ( LVM ) without making use of any linguistic data. To do this, we define a common format, "visual sentences", in which we can represent raw images and videos as well as annotated data sources such as semantic segmentations…
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AI and Mass Spying
Spying and surveillance are different but related things. If I hired a private detective to spy on you, that detective could hide a bug in your home or car, tap your phone, and listen to what you said. At the end, I would get a report of all the conversations you had and the contents of those conversations. If I hired…
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AI and Trust
I trusted a lot today. I trusted my phone to wake me on time. I trusted Uber to arrange a taxi for me, and the driver to get me to the airport safely. I trusted thousands of other drivers on the road not to ram my car on the way. At the airport, I trusted ticket agents and maintenance engineers and everyone else who…
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Multifaceted: The linguistic echo chambers of LLMs
This is a fun one. I’ve spent more time than I’d care to admit staring at LLM output. And there’s something that I’ve noticed: LLM-generated prose has a kind of… vibe. It’s difficult to describe,…
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Llamafile is the new best way to run a LLM on your own computer
Mozilla’s innovation group and Justine Tunney just released llamafile, and I think it’s now the single best way to get started running Large Language Models (think your own local copy …
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Accelerating Generative AI with PyTorch II: GPT, Fast
This post is the second part of a multi-series blog focused on how to accelerate generative AI models with pure, native PyTorch. We are excited to share a breadth of...
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Animate Anyone: Image-to-video synthesis for character animation
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
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Graph Networks for Materials Exploration
We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.
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SDXL Turbo: A Real-Time Text-to-Image Generation Model
SDXL Turbo is a new text-to-image mode based on a novel distillation technique called Adversarial Diffusion Distillation (ADD), enabling the model to create image outputs in a single step and generate real-time text-to-image outputs while maintaining high sampling fidelity.
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Most AI startups are doomed
Just because it matters doesn’t mean it’s defensible or profitable
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Combine GPTs with private knowledge for actually useful AIs
Custom GPTs by OpenAI are practically free new hires. But as as new hires go, most are not very useful.
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Keras 3.0
Keras 3 runs the same model code on any supported backend, including JAX, PyTorch, and TensorFlow. Learn what's new, how backends work, and how to migrate.
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Let's try to understand AI monosemanticity
Inside every AI is a bigger AI, trying to get out
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Learnings from fine-tuning LLM on my Telegram messages
For most people I interact with, I’m just another text-based program for the most of the time. If input and output are so simple, could I be replaced by the model? For this to work, the model would need to not only understand my writing style but also know a lot about me. The best source for this is my Telegram…
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Where Is OpenCV 5?
Dear Community, In a world where massive AI projects are closed-source, and a handful of companies are set to control the future of AI, people are rightfully asking, where is OpenCV 5? OpenCV has been the standard for publicly available, free-for-commercial use, open-source computer vision for over 20 years. We have…
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Autonomous excavator constructs a six-metre-high dry-stone wall
ETH Zurich researchers taught an autonomous excavator to construct dry stone walls itself using boulders weighing several tonnes and demolition debris.
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Q* Hypothesis: Enhancing Reasoning, Rewards, and Synthetic Data
Emergency special: The information we need to understand what Q* is was right in front of us, but the memes are more fun than reality.
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AI system self-organises to develop features of brains of complex organisms
Cambridge scientists have shown that placing physical constraints on an artificially-intelligent system – in much the same way that the human brain has to develop and operate within physical and biological constraints – allows it to develop features of the brains of complex organisms in order to solve tasks.
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About That OpenAI "Breakthrough"
Will OpenAI’s Q* change the world?
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Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse
From live events to hands-on product demos to deep technical research, see what we're doing with AI at Red Hat.
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My experience trying to write human-sounding articles using Claude AI
You can use AI tools like Claude to help you write full-length content. By going paragraph-by-paragraph, you can direct the AI while seemingly maintaining your own voice and ideas. However, despite my attempts to use AI with writing, I’ve found that it’s harder to pull off than I thought. I can get close, but due to…
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Stable Video Diffusion
Stable Video Diffusion is a proud addition to our diverse range of open-source models. Spanning across modalities including image, language, audio, 3D, and code, our portfolio is a testament to Stability AI’s dedication to amplifying human intelligence.