technique

Multi-LoRA serving

techniqueactivemulti-lora-serving-33d4676f·1 events·first seen 28d ago

Aliases: Multi-LoRA serving

Co-occurring entities

Text Generation Inference LoRA Hugging Face

More like this (12)

LoRA QLoRA Late-Stage LoRA Doc-to-LoRA Code2LoRA RLOO Decoupled DiLoCo Language Server Protocol RL² TailLoR TensorRT-LLM LoSoNA

Recent events (1)

6Hugging Face Blog·28d ago·source ↗

TGI Multi-LoRA: Deploy Once, Serve 30 Models

Hugging Face's Text Generation Inference (TGI) introduces Multi-LoRA serving, enabling a single base model deployment to serve up to 30 fine-tuned LoRA adapters simultaneously. This approach reduces infrastructure costs by eliminating the need to deploy separate model instances per fine-tune. The feature targets enterprise use cases where multiple task-specific variants of a base model are needed in production.

Inference Economics Enterprise Deployment Patterns Text Generation Inference LoRA Hugging Face +2 more