A agentindex
Comparison

LMDeploy vs Text Generation Inference

A like-for-like, spec-level comparison. Both entries are verified against their docs and repo.

LMDeploy

Efficient inference and serving for open models.

  • + Strong quantization and throughput optimizations
  • + Good support for InternLM and common open models
  • − Smaller community than vLLM
  • − Less Western documentation

Text Generation Inference

Hugging Face's production LLM server.

  • + Backed by Hugging Face's model ecosystem
  • + Optimized, production-oriented serving
  • − Heavier deployment than llama.cpp
  • − Focus has shifted alongside the HF stack
Spec LMDeploy Text Generation Inference
Role Inference engine Inference engine
Tags inference-engine inference-engine
License Apache-2.0 Apache-2.0
Open source Yes Yes
Self-hostable Yes Yes
MCP support No No
Pricing free free
Price Free Free
Usage cost No model cost No model cost
Models multi multi
Languages python, cpp python, rust
GitHub stars 7.9k 10.9k
Last activity 2026-07-03 2026-03-21