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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. 3,240 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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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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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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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…
1721
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.
1722
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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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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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.
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Claude 2.1
Claude 2.1 brings a 200K token context window, a 2x reduction in hallucination rates, beta tool use, and system prompts.
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Getting Started with Mistral-7b-Instruct-v0.1
Fast and Portable Llama2 Inference on the Heterogeneous Edge.
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The architecture of today's LLM applications
Here’s everything you need to know to build your first LLM app and problem spaces you can start exploring today.
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Emu Video and Emu Edit, our latest generative AI research milestones
Today, we’re announcing new research into controlled image editing based solely on text instructions and a method for text-to-video generation based on diffusion models.
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Google's advanced music generation model and two new AI experiments
Announcing our most advanced music generation model and two new AI experiments, designed to open a new playground for creativity
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GraphCast: AI model for weather forecasting
Our state-of-the-art model delivers 10-day weather predictions at unprecedented accuracy in under one minute
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Infinite Context LLMs: Going Beyond RAG with Extended Minds
In this blog we discuss how the transformer architecture naturally extends over external memories, and share empirical results which leverage this capability. These methods are innate (don't require fine tuning) and outperform popular retrieval augmented generation methods.
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Fast and Portable Llama2 Inference on the Heterogeneous Edge
Fast and Portable Llama2 Inference on the Heterogeneous Edge.
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GPU Survival Toolkit for the AI age
Why CPU Knowledge Is No Longer Enough In today's AI age, the majority of developers train in the CPU way. This knowledge has been part of our academics as well, so it's obvious to think and problem-solve in a CPU-oriented way. However, the problem with CPUs is that they rely
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Google Cloud TPU Multislice Training
We used Multislice Training to run the world’s largest LLM distributed training job on a compute cluster of 50,944 Cloud TPU v5e chips.
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Don't build AI products the way everyone else is doing it
More and more, people are building products as thin wrappers over other models, especially LLMs. This can cause major issues, and there is a better way.
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Is AI the next crypto? Insights from HN comments
The OpenPipe platform has migrated to Weights & Biases and CoreWeave. Browse migration details and the OpenPipe technical archive.
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GPTs: Custom versions of ChatGPT
You can now create custom versions of ChatGPT that combine instructions, extra knowledge, and any combination of skills.