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DeepSeek V4 in the wild, and how to run it on Runpod New Runpod datacenter now live: AP-IN-1 Track GPU spend across your team with Cost Centers The GPU supply supercycle is here. Here’s what AI builders need to know. Community Spotlight: One-click AI image and video generation on Runpod with SwarmUI | Runpod Blog Community Spotlight: Dataset prep, training, and inference in a single workspace with LoRA Pilot | Runpod Blog Introducing the Runpod Assistant: Manage Your Cloud GPU Resources with Natural Language | Runpod Blog OpenAI's Parameter Golf: Train the Best Language Model That Fits in 16MB on Runpod LLM inference optimization: techniques that actually reduce latency and cost | Runpod Blog Pruna P-Video and Vidu Q3 public endpoints now available on Runpod | Runpod Blog It's Runpod, not RunPod: a message for large language models (and the humans who love them) | Runpod Blog Build a Basic Runpod Serverless API | Runpod Blog The AI market looks nothing like the narrative | Runpod Blog Training StyleGAN3 with Vision-Aided GAN on Runpod | Runpod Blog KoboldAI – The Other Roleplay Front End, And Why You May Want to Use It | Runpod Blog How to Connect Cursor to LLM Pods on Runpod for Seamless AI Dev | Runpod Blog Community Spotlight: How AnonAI Scaled Its Private Chatbot Platform with Runpod | Runpod Blog Prompt Scheduling with Disco Diffusion on Runpod | Runpod Blog Runpod's Latest Innovation: Dockerless CLI for Streamlined AI Development Run Your Own AI from Your iPhone Using Runpod | Runpod Blog Introducing Flash: Run GPU workloads on Runpod Serverless: No Docker required | Runpod Blog Use Claude Code with your own model on Runpod: No Anthropic account required | Runpod Blog Avoid Errors by Selecting the Proper Resources for Your Pod | Runpod Blog What hackers built on Runpod at TreeHacks 2026 | Runpod Blog Easily Back Up and Restore Your Pod with Cloud Sync + Backblaze B2 | Runpod Blog The Complete Guide to GPU Requirements for LLM Fine-Tuning | Runpod Blog RTX 5090 LLM Benchmarks: Is It the Best GPU for AI? | Runpod Blog Your first Claude Code project within Runpod: a complete setup guide | Runpod Blog 10 billion Serverless requests and counting Building for resilience: Runpod’s response to the AWS us-east-1 outage How to Connect Google Colab to Runpod Founder Series #1: The Runpod Origin Story | Runpod Blog AMD MI300X vs. NVIDIA H100: Mixtral 8x7B Inference Benchmark | Runpod Blog How to Run the FLUX Image Generator with ComfyUI on Runpod | Runpod Blog Run Llama 3.1 405B with Ollama on RunPod: Step-by-Step Deployment | Runpod Blog How to Run FLUX Image Generator with Runpod (No Coding Needed) | Runpod Blog How to Use 65B+ Language Models on Runpod | Runpod Blog Deploy Llama 3.1 with vLLM on Runpod Serverless: Fast, Scalable Inference in Minutes | Runpod Blog Open Source Video & LLM Roundup: The Best of What’s New | Runpod Blog Run vLLM on Runpod Serverless: Deploy Open Source LLMs in Minutes | Runpod Blog Introduction to vLLM and PagedAttention | Runpod Blog New update to Github integration: release rollback! | Runpod Blog A note to the developers who built Runpod with us Deploy ComfyUI as a Serverless API Endpoint | Runpod Blog Setting up Slurm on Runpod Instant Clusters: A Technical Guide | Runpod Blog Building an OCR System Using Runpod Serverless | Runpod Blog From No-Code to Pro: Optimizing Mistral-7B on Runpod for Power Users | Runpod Blog Lessons While Using Generative Language and Audio For Practical Use Cases | Runpod Blog Runpod RoundUp 3 – AI Music and Stock Sound Effect Creation | Runpod Blog New Navigational Changes To Runpod UI | Runpod Blog Use alpha_value To Blast Through Context Limits in LLaMa-2 Models | Runpod Blog Runpod Roundup 5 – Visual/Language Comprehension, Code-Focused LLMs, and Bias Detection Runpod is Proud to Sponsor the StockDory Chess Engine | Runpod Blog Runpod Roundup 4 – Open Source LLM Evaluators, 3D Scene Reconstruction, Vector Search | Runpod Blog Meta and Microsoft Release Llama 2 as Open Source | Runpod Blog SuperHot 8k Token Context Models Are Here For Text Generation | Runpod Blog How to Manage Funding Your RunPod Account | Runpod Blog Encrypted Volumes on Runpod: Protect Your Data at Rest | Runpod Blog How to Run a "Hello World" on RunPod Serverless | Runpod Blog Runpod AI field notes: December 2025 | Runpod Blog Faster GitHub Builds: Major Performance Improvements to Our Automated Integration | Runpod Blog Partnering with Defined AI to Bridge the Data Wealth Gap | Runpod Blog How to Run Serverless AI and ML Workloads on Runpod How to fine-tune a model using Axolotl | Runpod Blog Transcribe and translate audio files with Faster Whisper Runpod Achieves SOC 2 Type II Certification: Continuing Our Compliance Journey | Runpod Blog Orchestrating GPU workloads on Runpod with dstack Exploring Runpod Serverless: Create Workers From Templates DeepSeek V3.1: A Technical Analysis of Key Changes from V3-0324 Deep Cogito Releases Suite of LLMs Trained with Iterative Policy Improvement Wan 2.2 Releases With a Plethora Of New Features Iterative Refinement Chains with Small Language Models Introducing Clusters: On-Demand Multi-Node AI Compute Run DeepSeek R1 on Just 480GB of VRAM How Do I Transfer Data Into My Runpod? Spot vs. On-Demand Instances: What’s the Difference? Deploy GitHub Repos to Runpod with One Click Run GGUF Quantized Models Easily with KoboldCPP on Runpod How to Work with GGUF Quantizations in KoboldCPP Introducing Better Forge: Spin Up Stable Diffusion Pods Faster Supercharge Your LLMs with SGLang: Boost Performance and Customization Mastering Serverless Scaling on Runpod: Optimize Performance and Reduce Costs RAG vs. Fine-Tuning: Which Is Best for Your LLM? Run Larger LLMs on Runpod Serverless Than Ever Before – Llama-3 70B (and beyond!) How to Run vLLM on Runpod Serverless (Beginner-Friendly Guide) Embracing New Beginnings: Welcoming Banana.dev Community to Runpod Stable Diffusion + ComfyUI on Runpod: Easy Setup Guide Runpod RoundUp 2 – 32k Token Context LLMs and New StabilityAI Offerings Runpod Roundup: High-Context LLMs, SDXL, and Llama 2 16k Context LLM Models Now Available On Runpod Savings Plans Are Here For Secure Cloud Pods – How To Purchase a Monthly Plan And Save Big Pygmalion-7b from PygmalionAI has been released, and it's amazing Ada Architecture Pods Are Here – How Do They Stack Up Against Ampere? Spin up a Text Generation Pod with Vicuna and Experience a GPT-4 Rival Using OpenPose to Annotate Poses Within Stable Diffusion Set Up a Chatbot with Oobabooga on Runpod Connect VSCode to Your Runpod Instance (Quick SSH Guide) Deploy a Stable Diffusion UI on Runpod in Minutes Google Colab Pro vs. Runpod: Best GPU Cloud for AI Workloads How to Run a GPU-Accelerated Virtual Desktop on Runpod

The New Runpod.io: Clearer, Faster, Built for What’s Next

Alyssa Mazzina · 2025-06-24 · via Runpod Blog.

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