Flash, now the Nix way: run the Flash CLI straight from GitHub
Flash now ships a first-class Nix flake. Run the CLI with nix run github:runpod/flash, get a pinned dev shell, and send GPU work to Runpod Serverless.
RunPod10 min read
PyTorch
188 stories
Deep Learning Syllabus 2026: Subjects, Topics & Learning Roadmap
Deep learning is not a single library command that turns data into intelligence. A useful model depends on the problem definition, data quality, mathematical assumptions, architecture, training loop, evaluation, deployment and monitoring.
AI and Machine Learning Roadmaps Blog15 min readRoCE vs InfiniBand for Multi-Node GPU Training
Optimize multi-node GPU cluster performance and cost-efficiency by aligning parallelism strategies, network fabric selection, and performance benchmarking.
RunPod12 min readI built a pytorch library of pretrained models for 3D point clouds following timm standards [P]
https://preview.redd.it/m5e9anluo8vh1.png?width=1080&format=png&auto=webp&s=4c80687e6fe40036843a97ed8975ce46eaab0662 I am excited to share a project I have been working on during the past few years during my free time.
Reddit - r/ML3 min readExtending Inductor for the IBM Spyre Accelerator
TL;DR The PyTorch-based software stack for IBM’s Spyre accelerator recently moved its torch.compile backend from sendnn, a separate compilation stack built entirely from scratch, to backend=inductor, an open-source backend built...
PyTorch Blog16 min readPython vs Go: A Practical Comparison for Developers
Two things are true about Python: It’s the most popular programming language in the world, and it’s the most common companion language for Go developers. How do we know that? From the Developer Ecosystem 2026 survey by JetBrains.
JetBrains AI Blog31 min readAn all-in-one foundation model for multimodal medical image restoration and enhancement
Medical image quality is essential for reliable clinical diagnosis and downstream artificial intelligence analysis, yet routine images are often degraded by noise, motion artefacts, low contrast, low-dose acquisition or modality-specific artefacts.
Nature Machine Intelligence25 min readIntel D270 GPU AI Accelerator–Up to 480 GB LPDDR5X
Article URL: https://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/d-series.html Comments URL: https://news.ycombinator.com/item?id=50063365 Points: 48 # Comments: 17
Hacker News4 min readPerforming your first LLM fine-tune on Runpod with Axolotl, and how to host it after
You can teach an open-weight LLM to text like a specific persona: their slang, their reply length, their humor, even how they write in a roleplay scene, creative writing exercise, or chatbot customer interactions.
RunPod28 min readWhat hackers built on Runpod at TreeHacks 2026
We sponsored TreeHacks 2026 at Stanford, where teams built on Runpod across 36 hours, shipping projects ranging from GPU-accelerated cancer drug discovery.
RunPod5 min readMaking np.searchsorted up to 25× Faster in NumPy 2.5
We explore how to speed up binary search by batching independent searches with NumPy's vectorized operations. We then reformulate the algorithm so all searches progress together with only $O(1)$ additional memory, port it to C++, and achieve up to a 25× speedup over NumPy 2.4's implementation.
Lobsters13 min readCreating a Vlad Diffusion Template for Runpod
Want a custom spin on Stable Diffusion? This post shows you how to create and launch your own Vlad Diffusion template inside Runpod.
RunPod6 min readHow to Run Serverless AI and ML Workloads on Runpod
Learn how to train, deploy, and scale AI/ML models using Runpod Serverless. This guide covers real-world examples, deployment best practices, and how.
RunPod5 min readPartnering with Defined AI to Bridge the Data Wealth Gap
Runpod and Defined.ai launch a pilot program to provide startups with access to high-quality training data and compute, enabling sector-specific.
RunPod4 min readStreamline GPU Cloud Management with Runpod’s New REST API
Runpod’s new REST API lets you manage GPU workloads programmatically, launch, scale, and monitor pods without ever touching the dashboard.
RunPod4 min readBuild your own decision model
Article URL: https://nishtahir.com/build-your-own-decision-model/ Comments URL: https://news.ycombinator.com/item?id=50037949 Points: 266 # Comments: 61
Hacker News6 min readIndustrial torch fuels faster development of materials for extreme environments
New work from engineers at the Johns Hopkins Applied Physics Laboratory (APL) in Laurel, Maryland, shows a technology normally used to spray protective coatings onto industrial parts could help address a costly problem in hypersonics: deciding which materials deserve time in the nation's scarce…
TechXplore AI4 min readEmbeddingGemma 2: Text, Code, Images, Video and Audio in One Vector Space
EmbeddingGemma 2 launched on October 6, 2026 under Apache 2.0. It is a sub-1B model built on Gemma 4 that maps text, code, images, video and audio into one 768-dimensional space. This article covers the architecture, the benchmarks, and runnable scripts to provide measured results.
Analytics Vidhya15 min read
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