Should a small team use lmdeploy?

Pilot it. Worth a timeboxed spike before you bet on it. Small teams with existing LLM use cases

Can lmdeploy be used in a commercial product?

Its licence is Apache-2.0, which is permissive and generally fine for commercial use. Confirm against the LICENSE file in the repository.

Pilot it+48 this week★ 8,030 · 731 forks

Toolkit for compressing and serving large language models

Worth a timeboxed spike before you bet on it.

Who it's for

Small teams with existing LLM use cases

What it replaces

Manual model optimization and deployment scripts

The catch

High dependency on InternLM's ongoing maintenance and support

Your first hour

Clone the repo and test LMDeploy with a small LLM model

Stars8,030

Forks731

Stars added (7d)+48

Open issues597

LanguagePython

LicenceApache-2.0

Last pushUpdated today

Project age3 years old

Maintainers describe it as: “LMDeploy is a toolkit for compressing, deploying, and serving LLMs.”

codellamacuda-kernelsdeepspeedfastertransformerinternlmllamallama2llama3llmllm-inference

Should a small team use lmdeploy?: Pilot it. Worth a timeboxed spike before you bet on it. Small teams with existing LLM use cases
What does lmdeploy actually do?: Toolkit for compressing and serving large language models
What does lmdeploy replace?: Manual model optimization and deployment scripts
What is the downside of lmdeploy?: High dependency on InternLM's ongoing maintenance and support
Can lmdeploy be used in a commercial product?: Its licence is Apache-2.0, which is permissive and generally fine for commercial use. Confirm against the LICENSE file in the repository.

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