kubeedge / ianvs

Distributed Synergy AI Benchmarking
https://ianvs.readthedocs.io
Apache License 2.0
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LFX Mentorship Autumn 2024 Pretest - FuryMartin #139

Closed FuryMartin closed 2 months ago

FuryMartin commented 2 months ago

What type of PR is this?

/kind design

What this PR does / why we need it:

This is a demo for #130. I have implemented a cloud-edge collaborative strategy named query-routing.

The whole principle for query-routing is as below, which will route user's query to cloud or edge model based on its difficulty coefficiency: image

For task 1, I used a modified Sedna package to support jsonl data evaluation. For task 2, I implemented query-routing based on Ianvs. For task 3, I left the results in README.md. The design details can be found in cloud-edge-collaboration-inference-for-llm

Which issue(s) this PR fixes:

Fixes #130

kubeedge-bot commented 2 months ago

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FuryMartin commented 2 months ago

This PR should be reviewed by @hsj576.

FuryMartin commented 2 months ago

The overall work is good, basically completed the pretest requirements.

Thanks!

Considering that this PR is just a demonstration, should I close it?