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Multi-tenant LLM Serving

Punica: Serve Dozens of LoRA Models on One GPU—12x Faster, 2ms Overhead

Punica: Serve Dozens of LoRA Models on One GPU—12x Faster, 2ms Overhead 1128

Deploying multiple fine-tuned large language models (LLMs) used to mean multiplying your GPU costs—until Punica arrived. If you’re managing dozens…

01/04/2026Efficient Model Deployment, LoRA Inference, Multi-tenant LLM Serving
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