Capability
Model serving
Model serving: 15 AI tools in this graph can do it, including vLLM, fal, SGLang, LocalAI and MLC LLM.
Serve models on your own GPUs or servers, fast and at scale.
Takes in Text → Gives out Text
Markdown version of https://godooo.ai/en/capability/model-serving. Every page on this site has one: add .md to its address.
Tools that do it · 15
| Tool | How well | Pricing | Open source | How you run it |
|---|---|---|---|---|
| vLLMFramework | main job * | Yes | Self-host · API · Runs offline | |
| falProduct | main job * | Paid | API · Self-host | |
| SGLangFramework | main job * | Yes | Self-host · API · Runs offline | |
| LocalAIFramework | main job * | Yes | Self-host · Runs offline · API · Terminal | |
| MLC LLMFramework | main job * | Yes | Web · Desktop · Mobile · Terminal · API · Self-host · Runs offline | |
| TensorRT LLMFramework | main job * | Yes | Self-host · API · Terminal | |
| exoFramework | main job * | Yes | Runs offline · Self-host · Desktop · Terminal · API | |
| ModalProduct | main job * | Paid | API · Terminal · Self-host | |
| LMDeployFramework | main job * | Yes | Self-host · Terminal · API | |
| Hugging FaceProduct | supported * | Free plan + paid upgrades | Web · API · Self-host · Runs offline | |
| TensorFlowFramework | supported * | Yes | API · Self-host · Runs offline · Terminal | |
| OllamaProduct | supported * | Open source, free | Yes | Desktop · Terminal · API · Self-host · Runs offline |
| llama.cppFramework | supported * | Yes | Terminal · API · Self-host · Runs offline | |
| ReplicateProduct | supported * | Paid | API · Web | |
| Together AIProduct | supported * | Paid | API · Terminal · Self-host |
* proposed by a machine, awaiting calibration
Questions
What is Model serving?
Serve models on your own GPUs or servers, fast and at scale. Model serving: 15 AI tools in this graph can do it, including vLLM, fal, SGLang, LocalAI and MLC LLM.
Which tools are built for “Model serving”?
vLLM, fal, SGLang, LocalAI, MLC LLM, TensorRT LLM, exo and Modal.
Are there free tools for “Model serving”?
vLLM, SGLang, LocalAI, MLC LLM, TensorRT LLM, exo, LMDeploy and TensorFlow.
Which open-source tools can do “Model serving”?
vLLM, SGLang, LocalAI, MLC LLM, TensorRT LLM, exo, LMDeploy and TensorFlow.
Which tools for “Model serving” run offline?
vLLM, SGLang, LocalAI, MLC LLM, exo, Hugging Face, TensorFlow and Ollama.