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RunC.AI Offical

More than compute. Your one-stop AI lab in the cloud

Location Singapore Joined Joined on  Personal website https://www.runc.ai?ytag=rc_dev_0528
RunPod vs Vast.ai in 2026: Cheapest GPUs vs Managed Experience

RunPod vs Vast.ai in 2026: Cheapest GPUs vs Managed Experience

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17 min read

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RunPod vs Lambda Labs (2026): Pricing, Serverless, Availability, and Which to Choose

RunPod vs Lambda Labs (2026): Pricing, Serverless, Availability, and Which to Choose

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19 min read
Rent an A100 Cloud GPU: 2026 Pricing, Workload Fit, and Setup

Rent an A100 Cloud GPU: 2026 Pricing, Workload Fit, and Setup

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16 min read
On-Demand vs Spot GPU Instances: Which One Actually Saves You Money?

On-Demand vs Spot GPU Instances: Which One Actually Saves You Money?

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13 min read
GPU vs CPU for AI: Why GPUs Win for Many Workloads and When CPUs Still Matter

GPU vs CPU for AI: Why GPUs Win for Many Workloads and When CPUs Still Matter

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13 min read
CUDA Out of Memory on Cloud GPU: How to Fix It and When to Move to Bigger VRAM

CUDA Out of Memory on Cloud GPU: How to Fix It and When to Move to Bigger VRAM

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16 min read
The Best Value GPUs for AI Projects in 2026: Ranked by Workload and Cost-per-Output

The Best Value GPUs for AI Projects in 2026: Ranked by Workload and Cost-per-Output

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18 min read
Best Serverless AI Infrastructure Providers in 2026

Best Serverless AI Infrastructure Providers in 2026

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18 min read
A100 vs 4090: Which GPU Makes More Sense for AI Workloads?

A100 vs 4090: Which GPU Makes More Sense for AI Workloads?

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12 min read
RTX 5090 vs 4090 for ComfyUI Wan: Benchmarks, VRAM, and When to Rent Cloud GPU

RTX 5090 vs 4090 for ComfyUI Wan: Benchmarks, VRAM, and When to Rent Cloud GPU

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18 min read
Text Embedding Inference in Production: When to Use a Dedicated Serving Stack

Text Embedding Inference in Production: When to Use a Dedicated Serving Stack

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16 min read
Ollama Distributed Inference: What Is Possible, What Is Not, and When to Move Beyond Local Serving

Ollama Distributed Inference: What Is Possible, What Is Not, and When to Move Beyond Local Serving

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16 min read
Low-Latency Storage for GPU Cluster Deployments

Low-Latency Storage for GPU Cluster Deployments

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18 min read
Stable Diffusion LoRA Training Guide: Dataset, GPU Workflow, Parameters, and Troubleshooting

Stable Diffusion LoRA Training Guide: Dataset, GPU Workflow, Parameters, and Troubleshooting

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18 min read
LLM Training Hardware for 100B+ Parameters: Cluster Sizing, Buy-vs-Rent Decisions, and When to Stop at Experimentation

LLM Training Hardware for 100B+ Parameters: Cluster Sizing, Buy-vs-Rent Decisions, and When to Stop at Experimentation

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15 min read
How to Fine-Tune LLM Models: Choose the Right Method Before You Train

How to Fine-Tune LLM Models: Choose the Right Method Before You Train

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16 min read
Chatbot Deployment for LLM Apps: Runtime, Scaling, Guardrails, and Rollout

Chatbot Deployment for LLM Apps: Runtime, Scaling, Guardrails, and Rollout

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18 min read
Best Services for Deploying Fine-Tuned Open-Source Models with LoRA

Best Services for Deploying Fine-Tuned Open-Source Models with LoRA

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15 min read
Best Practices for Deploying Pre-Trained Models at Scale: Runtime Patterns, Rollback, and Infrastructure Choices

Best Practices for Deploying Pre-Trained Models at Scale: Runtime Patterns, Rollback, and Infrastructure Choices

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19 min read
Axolotl Fine Tuning: A Practical Workflow from Data to Deployable Checkpoint

Axolotl Fine Tuning: A Practical Workflow from Data to Deployable Checkpoint

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16 min read
Text Generation Inference (TGI): What It Is, How It Works, and When to Use It

Text Generation Inference (TGI): What It Is, How It Works, and When to Use It

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14 min read
How to Run GPT-OSS on a Cloud GPU: Hardware, Setup, and Cost

How to Run GPT-OSS on a Cloud GPU: Hardware, Setup, and Cost

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17 min read
Key Features of Scalable Inference Solutions for Modern AI Workloads

Key Features of Scalable Inference Solutions for Modern AI Workloads

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11 min read
How to Rent GPU Power: A Practical Guide to Choosing, Launching, and Managing a Cloud GPU

How to Rent GPU Power: A Practical Guide to Choosing, Launching, and Managing a Cloud GPU

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17 min read
High-Throughput Storage for Batch AI Inference: How to Keep GPUs Fed

High-Throughput Storage for Batch AI Inference: How to Keep GPUs Fed

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12 min read
H100 vs A100 for AI Training: Which GPU Is Actually Worth It?

H100 vs A100 for AI Training: Which GPU Is Actually Worth It?

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12 min read
GPU Cloud Computing for Deep Learning: How to Choose GPUs, Platforms, and Workflows in 2026

GPU Cloud Computing for Deep Learning: How to Choose GPUs, Platforms, and Workflows in 2026

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17 min read
Cloud GPU for PyTorch Training: How to Choose the Right Setup

Cloud GPU for PyTorch Training: How to Choose the Right Setup

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15 min read
The Best GPUs for AI Training in 2026 (by Model Size, Budget, and Scaling Needs)

The Best GPUs for AI Training in 2026 (by Model Size, Budget, and Scaling Needs)

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17 min read
Best Cloud GPU for WAN 2.1: 4090, A100, or H100?

Best Cloud GPU for WAN 2.1: 4090, A100, or H100?

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14 min read
Why Renting GPUs Works for AI Teams

Why Renting GPUs Works for AI Teams

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6 min read
What Does Ti Mean in a GPU for AI Workloads?

What Does Ti Mean in a GPU for AI Workloads?

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7 min read
When vLLM Should Scale Across Multiple GPUs

When vLLM Should Scale Across Multiple GPUs

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8 min read
Serverless vs Dedicated Instances for Intermittent AI Training

Serverless vs Dedicated Instances for Intermittent AI Training

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10 min read
10 Best RunPod Alternatives for AI Teams

10 Best RunPod Alternatives for AI Teams

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13 min read
Best Open-Source Alternatives to vLLM for RAG

Best Open-Source Alternatives to vLLM for RAG

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10 min read
Best GPU Cloud Providers for AI Workloads in 2026

Best GPU Cloud Providers for AI Workloads in 2026

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14 min read
Free GPU Cloud Computing: Real Options and Limits

Free GPU Cloud Computing: Real Options and Limits

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8 min read
Best Serverless GPU Clouds for AI Inference Teams

Best Serverless GPU Clouds for AI Inference Teams

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8 min read
Best GPU for AI Inference by Workload and Budget

Best GPU for AI Inference by Workload and Budget

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10 min read
Serverless vs Dedicated VMs for GPT Endpoint Hosting: Should You Use Serverless GPU, a GPU Pod, or a VM?

Serverless vs Dedicated VMs for GPT Endpoint Hosting: Should You Use Serverless GPU, a GPU Pod, or a VM?

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9 min read
Cost-Effective Serverless Endpoints for Docker-Based Model Inference

Cost-Effective Serverless Endpoints for Docker-Based Model Inference

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14 min read
Cheap LLM APIs: What Actually Keeps Costs Low in 2026

Cheap LLM APIs: What Actually Keeps Costs Low in 2026

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13 min read
Best 7 Cloud GPU Platforms for TensorFlow Training

Best 7 Cloud GPU Platforms for TensorFlow Training

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18 min read
5090 vs 4090 for AI Workloads: Buy, Rent, or Validate in the Cloud?

5090 vs 4090 for AI Workloads: Buy, Rent, or Validate in the Cloud?

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15 min read
SGLang vs vLLM: Which LLM Serving Framework Should You Use?

SGLang vs vLLM: Which LLM Serving Framework Should You Use?

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14 min read
GPU Cloud for Stable Diffusion: How to Choose the Right Setup

GPU Cloud for Stable Diffusion: How to Choose the Right Setup

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19 min read
Best GPU Cloud for Video Diffusion Models in 2026

Best GPU Cloud for Video Diffusion Models in 2026

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15 min read
Best Cloud GPU for ComfyUI in 2026

Best Cloud GPU for ComfyUI in 2026

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17 min read
AI GPU Cluster Deployment Rates: What Teams Actually Pay in 2026

AI GPU Cluster Deployment Rates: What Teams Actually Pay in 2026

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16 min read
Safeguarding AI at Scale: The Six Security Pillars Behind RunC.AI

Safeguarding AI at Scale: The Six Security Pillars Behind RunC.AI

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5 min read
Deploying DeepSeekR1-32B on RunC.AI

Deploying DeepSeekR1-32B on RunC.AI

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2 min read
How to deploy ComfyUI on RunC.AI

How to deploy ComfyUI on RunC.AI

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5 min read
Why 8 RTX 4090 Delivers Superior Performance/Cost Over 8 A6000 Ada: A Deep Dive

Why 8 RTX 4090 Delivers Superior Performance/Cost Over 8 A6000 Ada: A Deep Dive

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4 min read
Why Should You Choose Renting Cloud GPU?

Why Should You Choose Renting Cloud GPU?

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2 min read
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