Fitting LLMs on Self-Hosted GPUs

· Anup · May 4, 2026, 5:17 a.m.
GPUs LLM Scaling large language models GPU Rentals Deep Learning Self-hosting
Summary
This blog post offers insights into fitting large language models (LLMs) on self-hosted GPUs, providing a free calculator for determining VRAM needs and suggesting which GPUs to rent, specifically for models like DeepSeek, Llama, and Mixtral.
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