Join our Discord Server

AI Infrastructure

Self-Host Perplexica AI: The Ultimate Docker and Ollama Setup

Self-Host Perplexica AI: Easy Docker & Ollama Guide This guide offers a step-by-step walkthrough of how you can deploy your own...
Manish Lingadevaru
2 min read

Kubernetes for Generative AI: Complete Guide to Deploying LLMs at Scale

The explosion of Generative AI has transformed how we build applications, but deploying Large Language Models (LLMs) at scale presents unique...
Collabnix Team
6 min read

Fine-Tuning Open Source LLMs: Complete Infrastructure Guide 2024

Master LLM fine-tuning infrastructure with Kubernetes, GPU optimization, and distributed training. Includes YAML configs, troubleshooting, and cost optimization.
Collabnix Team
5 min read

A/B Testing LLM Models: Infrastructure and Deployment Strategies

Learn how to implement A/B testing for LLM models using Kubernetes, Istio, and modern MLOps practices. Includes code examples and production...
Collabnix Team
6 min read

Kubernetes Autoscaling for LLM Inference: Complete Guide (2024)

Master Kubernetes autoscaling for LLM inference workloads. Learn HPA, KEDA, VPA configuration with practical examples for efficient GPU utilization.
Collabnix Team
5 min read

Scaling Ollama Deployments: Load Balancing Strategies for Production

Master load balancing strategies for scaling Ollama deployments in production. Complete guide with Kubernetes configs, HAProxy setup, and troubleshooting tips.
Collabnix Team
6 min read

Cerebras: revolutionizing AI infrastructure with wafer-scale computing

Cerebras AI has emerged as one of the most innovative challengers to NVIDIA’s dominance in AI infrastructure, pioneering wafer-scale computing technology...
Collabnix Team
4 min read

Ollama AI Models: Run Them Locally in 2025

Exploring Ollama AI Models for Local Use in 2025 Are you tired of relying on cloud-based AI services that drain your...
Collabnix Team
5 min read

Choosing the Best Local LLM Tools for Your Needs

Choosing the Best Local LLM Tools for Your Needs LM Studio prioritizes ease of use with a polished GUI ideal for...
Tanvir Kour
5 min read

Proxy Server for AI Tools: Review of the Top Providers

Artificial Intelligence tools are not just smart code—they’re complex systems that rely on stable, fast, and secure access to external data....
Tanvir Kour
4 min read

How vLLM and Docker are Changing the Game for LLM Deployments

Have you ever wanted to deploy a large language model (LLM) that doesn’t just work well but also works lightning-fast? Meet...
Tanvir Kour
2 min read

Ollama vs. vLLM: Choosing the Best Tool for AI Model Workflows

As AI models grow in size and complexity, tools like vLLM and Ollama have emerged to address different aspects of serving and interacting with large...
Tanvir Kour
2 min read
Join our Discord Server