Jul 16, 2026
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7 min read
70B LLMs on 4GB VRAM — AirLLM's Layer-by-Layer Trick That Rewrites the Rules
AirLLM is an open-source Python library that runs 70B large language models on a single 4GB consumer GPU — with no quantization, distillation, or pruning — by loading just one transformer layer onto the GPU at a time.
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Aby Varghese