GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
RTX 3090 for LLM Inference: What You Can Run
Discover what LLMs you can run on an RTX 3090's 24GB VRAM — from Llama 3 to Mistral, with real performance benchmarks and quantisation strategies.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
CodeLlama vs DeepSeek Coder: Best Code Model for GPU Hosting
Comparing CodeLlama and DeepSeek Coder for self-hosted code generation. Benchmarks on HumanEval, MBPP, throughput tests, and GPU hosting recommendations.
Mixtral 8x7B vs LLaMA 3 70B: MoE vs Dense
Mixture-of-Experts vs Dense Transformer showdown. Comparing Mixtral 8x7B and LLaMA 3 70B on benchmarks, VRAM needs, throughput, and hosting cost…
DeepSeek R1 vs GPT-4o: Open vs Closed Reasoning Models
Comparing self-hosted DeepSeek R1 against OpenAI's GPT-4o API. Covers reasoning benchmarks, cost analysis, latency, and when self-hosting makes financial sense.
Gemma vs LLaMA 3: Google vs Meta LLM Comparison
Google's Gemma 2 vs Meta's LLaMA 3 in a detailed head-to-head comparison covering architecture, benchmarks, VRAM requirements, and self-hosting on…
Phi-3 vs LLaMA 3 8B: Small Model Showdown
Head-to-head comparison of Microsoft Phi-3 Mini and Meta LLaMA 3 8B for edge and server deployment. Benchmarks, VRAM needs, and…
Qwen vs LLaMA 3: Multilingual LLM Comparison
Comparing Alibaba's Qwen 2.5 and Meta's LLaMA 3 for multilingual performance, including benchmarks, VRAM usage, and self-hosting setup on dedicated…
DeepSeek vs Mistral: Which LLM to Self-Host?
Comparing DeepSeek and Mistral for self-hosted LLM deployment. Covers architecture trade-offs, GPU benchmarks, VRAM needs, and which model suits different…
Run Bark TTS on a Dedicated GPU Server
Complete guide to deploying Suno's Bark text-to-speech on a dedicated GPU server. Covers GPU selection, installation, API setup, generation benchmarks,…
Run PaddleOCR on a Dedicated GPU Server
Complete guide to deploying PaddleOCR on a dedicated GPU server. Covers GPU selection, installation, API setup, OCR benchmarks, and tips…
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