vllm-project / vllm-project/aibrix

Support direct download of models from Hugging Face for deployment

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Dominant language
Go
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Description

https://github.com/vllm-project/aibrix/blob/main/samples/kvcache/l1cache/vllm.yaml

It seems that models need to be downloaded from storage to local pods. Can we directly download models from Hugging Face to pods like how we deploy large models with vLLM? This would be simpler and more convenient.

Contributor guide

Open the contributing guide

Research direction

Start with samples/kvcache/l1cache/vllm.yaml and trace how models are currently downloaded from storage to local pods. Compare that deployment flow with direct Hugging Face model downloads used by vLLM. Done means the deployment can retrieve a model directly from Hugging Face into its pods and use it successfully.

Written by the indexing model from the issue text.

Assessment

Tech stack
huggingface
Domain
infrastructure, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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