TorchServe
Inference & Compute · Free + paid
PyTorch model serving framework
At a glance
- Made by
- PyTorch Serve Contributors (PyTorch project)
- Korean
- None (English and a few others only)
- API
- Yes
- Available on
- Windows, Mac, CLI, API
- Open source
- Apache-2.0
- GitHub
- 4,345 stars · Apache-2.0
What is TorchServe?
TorchServe is a tool for serving and scaling PyTorch models in production. It is cloud- and environment-agnostic and supports multi-model serving, logging, metrics, and RESTful endpoints. It installs with pip, conda, or Docker, and there is also a quick start for deploying LLMs with the vLLM and TRT-LLM engines. Token authorization is on by default and the model API control is off. However, according to the official documentation, it is not currently being actively maintained, and there are no plans for updates, bug fixes, or security patches.
- Multi-model serving, logging, and metrics
- RESTful endpoints and gRPC API
- Inference, management, and metrics APIs
- Token authorization and model API control, on by default
- LLM deployment based on the vLLM and TRT-LLM engines
- Batch inference and workflows
- Docker images provided
Who uses TorchServe and for what
- Deploying generative AI models
- Serving large models
Pricing
Open source (free)
pip·conda·Docker로 직접 설치하는 모델 서빙 도구, 유료 요금제·GPU 요금표 없음(현재 유지보수 제한)
공식 페이지 확인 2026-10-14(산출 규칙 2026-10-15)
AI tools similar to TorchServe (alternatives)
TorchServe vs. alternatives at a glance
| AI | Pricing | Combos on the map | Connected tools | Free | Cheapest monthly | Korean |
|---|---|---|---|---|---|---|
| TorchServe | Free + paid | 0 | 5 | — | — | No |
| Akash Network | Free + paid | 0 | 17 | — | — | No |
| AWS Bedrock | Free + paid | 0 | 17 | No | — | Yes |
| AWS SageMaker | Free + paid | 0 | 17 | No | — | Yes |
| Azure ML | Free + paid | 0 | 17 | No | — | Yes |
0 of these 5 tools have a free plan.
Combo and connection counts are based on the relationships recorded on AI Galaxy Map (2026-10-26); they are not a quality ranking.
TorchServe on AI Galaxy Map
- One of 43 AI tools in the Inference & Compute field.
- Connected to 5 other tools — #16 in its field.
Frequently asked questions
Can I use TorchServe for free?
Open source (free). Prices can change, so check the official site before paying.
What AI can I use instead of TorchServe?
Tools that do the same job, such as Akash Network, AWS Bedrock, AWS SageMaker, Azure ML, are connected to it on the map.
Can I use TorchServe in Korean?
None (English and a few others only)
Sources (official pages)
Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying.