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Community Spotlight: One-click AI image and video generation on Runpod with SwarmUI

Community Spotlight: One-click AI image and video generation on Runpod with SwarmUI

Runpod community helper nerdylive built a template that packages SwarmUI, JupyterLab, and Syncthing into a single deployable pod, eliminating the typical setup overhead of running AI image and video generation on cloud GPUs.
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Learn AI
Community Spotlight: Dataset prep, training, and inference in a single workspace with LoRA Pilot

Community Spotlight: Dataset prep, training, and inference in a single workspace with LoRA Pilot

Our esteemed Discord community helper notrius built a single container that bundles dataset prep, model management, three training backends, two inference UIs, and a full control plane, so you can stop fighting dependencies and start creating. No more spinning up one pod for Comfy and another for training and kicking files back and forth through the CLI; you can run everything in a single pod now, using a single GPU,
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Learn AI
Introducing the Runpod Assistant: Manage Your Cloud GPU Resources with Natural Language

Introducing the Runpod Assistant: Manage Your Cloud GPU Resources with Natural Language

We've just released a new tool to get you help faster and streamline your account management.
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Product Updates
OpenAI's Parameter Golf: Train the Best Language Model That Fits in 16MB on Runpod

OpenAI's Parameter Golf: Train the Best Language Model That Fits in 16MB on Runpod

OpenAI just launched one of the most exciting ML competitions in years, and Runpod is the official compute partner. Here's everything you need to know to get started.
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Hardware & Trends
The AI market looks nothing like the narrative

The AI market looks nothing like the narrative

Runpod's State of AI report pulls from real production data across 500,000+ developers to reveal what's actually running, not what people say they're using. The findings contradict much of the public narrative: Qwen has overtaken Llama, ComfyUI owns 70%+ of image workflows, and video upscaling outpaces generation 2:1.
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Hardware & Trends
LLM inference optimization: techniques that actually reduce latency and cost

LLM inference optimization: techniques that actually reduce latency and cost

Learn how to reduce LLM inference costs and latency using quantization, vLLM, SGLang, and speculative decoding without upgrading your hardware.
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AI Workloads
Introducing Flash: Run GPU workloads on Runpod Serverless: No Docker required

Introducing Flash: Run GPU workloads on Runpod Serverless: No Docker required

We've just released a way to run Serverless code without needing to build a Docker image: check it out.
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Product Updates
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