GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
ComfyUI VRAM Requirements (SD, SDXL, Flux)
Complete VRAM breakdown for ComfyUI workflows with Stable Diffusion, SDXL, and Flux.1. Covers base model VRAM, ControlNet overhead, LoRA stacking, and GPU recommendations.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
ChromaDB + LLM VRAM Requirements for RAG
VRAM breakdown for running ChromaDB-based RAG pipelines with various LLMs. Covers embedding model overhead, LLM VRAM, total pipeline requirements, and…
XTTS-v2 VRAM Requirements
Complete VRAM breakdown for Coqui's XTTS-v2 text-to-speech model covering all precision levels, voice cloning overhead, GPU recommendations, and comparison with…
Kokoro TTS VRAM Requirements
Complete VRAM breakdown for Kokoro TTS covering all precision levels with GPU recommendations, latency benchmarks, and comparison to Bark and…
Bark TTS VRAM Requirements
Complete VRAM breakdown for Suno's Bark text-to-speech model covering FP32, FP16, and INT8 precision with GPU recommendations and comparison to…
SDXL Turbo VRAM Requirements
Complete VRAM breakdown for SDXL Turbo covering FP16, FP8, and INT8 precision levels with GPU recommendations, resolution scaling, and deployment…
Best Banana.dev Alternatives for GPU Inference
Banana.dev's serverless GPU platform not meeting production needs? Compare the best Banana.dev alternatives including dedicated GPU servers for reliable, fixed-cost…
Best Google Cloud GPU Alternatives (Cheaper + Dedicated)
Google Cloud GPU instances burning through your budget? Compare the best Google Cloud GPU alternatives including dedicated bare-metal servers for…
Best Azure ML Alternatives for GPU Workloads
Azure ML's complex pricing and cloud lock-in draining your AI budget? Compare the best Azure ML alternatives including dedicated GPU…
Best Modal Alternatives for Serverless GPU
Modal's serverless GPU model hitting cold starts and cost surprises? Compare the best Modal alternatives including dedicated GPU servers for…
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