GPU

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
Nov 11, 2025 5 min read

From Prototype to Production: Scaling LLM Applications in Kubernetes

Learn to scale LLM applications from prototype to production with Kubernetes, vLLM, and best practices for GPU resource management and cost...

Collabnix Team
Nov 5, 2025 5 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
Nov 4, 2025 5 min read

Is NPU better than GPU?

When discussing hardware acceleration for AI workloads, both Neural Processing Units (NPUs) and Graphics Processing Units (GPUs) are leading technologies. However,...

Adesoji Alu
Oct 3, 2024 4 min read

Using Docker GenAI Stack with GPU for Generative AI Models

Introducing the Docker GenAI Stack, a set of open-source tools that simplify the development and deployment of Generative AI applications. With...

Ajeet Raina
Mar 27, 2024 5 min read

Docker, Prometheus & Pushgateway for NVIDIA GPU Metrics & Monitoring

In my last blog post, I talked about how to get started with NVIDIA docker & interaction with NVIDIA GPU system. I...

Ajeet Raina
Sep 16, 2017 3 min read

Join our Discord Server