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May 2, 2025

Train Cutting-Edge AI Models with PyTorch 2.8 + CUDA 12.8 on Runpod

Shows how to leverage PyTorch 2.8 with CUDA 12.8 on Runpod to train cutting-edge AI models, using a cloud GPU environment that eliminates the usual hardware setup hassles.
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May 2, 2025

The GPU Infrastructure Playbook for AI Startups: Scale Smarter, Not Harder

Provides a strategic playbook for AI startups to scale smarter, not harder. Covers how to leverage GPU infrastructure effectively—balancing cost, performance, and security—to accelerate AI development.
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May 9, 2025

How to Deploy Hugging Face Models on A100 SXM GPUs in the Cloud

Provides step-by-step instructions to deploy Hugging Face models on A100 SXM GPUs in the cloud. Covers environment setup, model optimization, and best practices to utilize high-performance GPUs for NLP or vision tasks.
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June 6, 2025

Runpod Secrets: Scaling LLM Inference to Zero Cost During Downtime

Reveals techniques to scale LLM inference on Runpod to zero cost during downtime by leveraging serverless GPUs and auto-scaling, eliminating idle resource expenses for NLP model deployments.
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May 20, 2025

Exploring Pricing Models of Cloud Platforms for AI Deployment

Examines various cloud platform pricing models for AI deployment, helping you understand and compare cost structures for hosting machine learning workflows.
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March 24, 2026

Nvidia H100 GPU: Specs, VRAM, Price, and AI Performance

The complete guide to the Nvidia H100 GPU: full specs, 80 GB VRAM, SXM vs PCIe variants, pricing, AI benchmark performance, and how it compares to the A100 and H200 for cloud GPU workloads.
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April 27, 2025

NVIDIA A100 GPU Guide: 2.0TB/s Specs, MIG & Cloud Rental

Deep dive into the NVIDIA A100 GPU: 80GB HBM2e, 2 TB/s bandwidth, MIG partitioning, and availability. Rent the A100 GPU on Runpod.
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May 1, 2025

Deploy PyTorch 2.2 with CUDA 12.1 on Runpod for Stable, Scalable AI Workflows

Provides a walkthrough for deploying PyTorch 2.2 with CUDA 12.1 on Runpod, covering environment setup and optimization techniques for stable, scalable AI model training workflows in the cloud.
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April 26, 2025

Power Your AI Research with Pod GPUs: Built for Scale, Backed by Security

Introduces Runpod’s Pod GPUs as a scalable, secure solution for AI research, providing direct access to dedicated GPUs that can turn multi-week experiments into multi-hour runs.
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June 6, 2025

How to Run Ollama, Whisper, and ComfyUI Together in One Container

Learn how to run Ollama, Whisper, and ComfyUI together in one container to accelerate your AI development.
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