Blog Posts | Joshua Berkowitz

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Democratizing Scalable Mixture-of-Experts Training in PyTorch with NVIDIA NeMo Automodel

Training state-of-the-art Mixture-of-Experts (MoE) models has traditionally requiredspecialists with deep distributed systems knowledge and access to high-end infrastructure. Now, NVIDIA’s NeMo Automo...

distributed training LLMs MoE NVIDIA open source performance optimization PyTorch

Nov 12, 2025

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News

Apple Embedding Atlas: Making Sense of Millions Through Interactive Visualization

In the world of machine learning, AI and data science, embeddings have become the universal translator for complex data. Whether you are analyzing customer feedback, exploring research papers, or unde...

data visualization embeddings machine learning open source Python TypeScript WebAssembly WebGPU

Nov 12, 2025

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Github Repos

How Open dLLM Is Democratizing Advanced AI

dLLM, short for Open Diffusion Large Language Model, is an open-source alternative to closed LLM platforms, Open dLLM empowers individuals and organizations to take AI development into their own hands...

AI development community cost efficiency customization diffusion model large language model open source

Nov 10, 2025

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Proximity: Open-Source Security Scanner for MCP Server Vulnerabilities

The rapid rise of AI platforms has created new opportunities and significant new risks. With Model Context Protocol (MCP) servers at the heart of customizable AI integrations, ensuring these systems a...

AI security MCP server open source penetration testing prompt injection proximity scanner security tools

Nov 5, 2025

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AI Agents and GitHub Are Redefining Developer Innovation in 2025

At GitHub Universe 2025 AI-powered agents and developers joined forces, ushering in a new era of collaboration. These AI agents streamline repetitive coding tasks, freeing developers to solve complex ...

agentic workflows AI Azure developer tools GitHub Copilot open source software innovation

Nov 4, 2025

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TorchAO: A PyTorch-Native Shortcut To Smaller, Faster Models

TorchAO is PyTorch's native toolkit for model efficiency: it unifies post-training quantization (PTQ), quantization-aware training (QAT), float8 (FP8) training, and structured sparsity in one coherent...

deep learning FP8 model efficiency open source PyTorch QAT quantization sparsity TorchAO

Nov 4, 2025

0 17314

Github Repos

Ubuntu 25.10 Ushers in High Performance with amd64v3 Architecture

Ubuntu is stepping boldly into the future by introducing the amd64v3 architecture variant in its 25.10 release. This update is designed to harness the power of modern x86_64 CPUs, delivering enhanced ...

amd64v3 architecture hardware Linux open source performance Ubuntu

Nov 3, 2025

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Canonical Streamlines AI Deployment with Silicon-Optimized Inference Snaps

Deploying AI models on Ubuntu devices just became simpler and faster, thanks to With this new solution, developers and users can install and run leading AI models like DeepSeek R1 and Qwen 2.5 VL usin...

AI deployment Ampere developer tools hardware optimization inference snaps Intel open source Ubuntu

Nov 3, 2025

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Azure MCP Server 1.0: A New Era for AI-Driven Cloud Automation

For developers and organizations seeking to build intelligent, agent-driven workflows, Azure MCP Server 1.0.0 delivers a powerful new solution. It is designed to seamlessly integrate AI agents with Az...

AI agents Azure cloud automation developer tools DevOps MCP open source security

Nov 2, 2025

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News

Chrome DevTools MCP Transforms AI-Assisted Debugging

AI coding assistants are evolving rapidly, but until recently, they lacked the ability to truly "see" how their code performs in a real-time browser environment. This has changed with the introduction...

AI coding automation Chrome DevTools debugging Model Context Protocol open source performance analysis web development

Oct 31, 2025

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Open Source MetricFlow for Trusted AI and Governed Metrics by dbtLabs

AI is rapidly transforming how organizations use data, but consistent, trustworthy insights remain a challenge. The recent open sourcing of MetricFlow by dbt Labs is poised to change that, making gove...

AI data governance dbt interoperability MetricFlow metrics open source semantic layer

Oct 31, 2025

0 7304

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BoltzGen: Transforming Protein Binder Design with Open-Source Generative AI

Designing protein and peptide binders for any biomolecular target once seemed out of reach, especially for novel or highly complex molecules. Today, BoltzGen is changing that narrative. This innovativ...

binder discovery biotechnology drug discovery generative AI MIT research open source protein design structure prediction

Oct 30, 2025

0 20328

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