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Emmett Fear
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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Emmett Fear
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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Emmett Fear
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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Emmett Fear
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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Emmett Fear
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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Moe Kaloub
November 6, 2025

The NVIDIA H100 GPU Review: Why This AI Powerhouse Dominates (But Costs a Fortune)

Discover why the NVIDIA H100 GPU dominates AI with its performance and capabilities, despite high costs. Ideal for large models.
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Emmett Fear
April 27, 2025

Everything You Need to Know About the Nvidia A100 GPU

Comprehensive overview of the Nvidia A100 GPU, including its architecture, release details, performance, AI and compute capabilities, key features, and use cases.
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Emmett Fear
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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Emmett Fear
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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Emmett Fear
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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