GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Mistral VRAM Requirements (7B, 8x7B, Large)
Complete Mistral VRAM requirements for 7B, Mixtral 8x7B, Mistral Small, and Mistral Large. FP32, FP16, INT8, INT4 tables plus GPU recommendations.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
DeepSeek VRAM Requirements (All Model Sizes)
Complete DeepSeek VRAM requirements for every model — R1, V3, Coder, and distillations. FP32, FP16, INT8, and INT4 tables plus…
Can RTX 5090 Run a 70B Model in FP16?
Can the RTX 5090 run a 70B parameter model in FP16? No — 32 GB is not enough for 140…
Can RTX 3050 Run LLaMA 3? (VRAM, Performance, Limits)
Can the RTX 3050 run LLaMA 3? We break down VRAM limits, quantization options, and real token/s benchmarks. Short answer:…
How to Build a RAG Pipeline with LangChain on a GPU Server
Build a retrieval-augmented generation pipeline with LangChain on a dedicated GPU server. Covers embedding models, vector stores, LLM integration, and…
How to Deploy Coqui TTS on a Dedicated GPU Server
Deploy Coqui TTS and XTTS on a dedicated GPU server for real-time voice synthesis. Covers VRAM requirements, installation, API setup,…
How to Run Flux.1 on a Dedicated GPU Server
Deploy Black Forest Labs' Flux.1 image generation model on a dedicated GPU server. Covers VRAM requirements, ComfyUI and diffusers setup,…
How to Set Up ComfyUI on a Dedicated GPU Server
Install and configure ComfyUI on a dedicated GPU server for AI image generation. Covers VRAM requirements, model downloads, custom nodes,…
How to Deploy Qwen on a Dedicated GPU Server
Step-by-step guide to deploying Alibaba's Qwen models on a dedicated GPU server using vLLM and Ollama, covering VRAM requirements, CLI…
How to Deploy Mistral on a Dedicated GPU Server
Deploy Mistral 7B, Mixtral 8x7B, and Mistral Large on a dedicated GPU server with vLLM or Ollama. Includes VRAM tables,…
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