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Local model runtimes

Run open-weight language models on your own hardware, behind a local API.

Im Vergleich

Local model runtimes
ToolSterneLizenzBedingungenSelbst hostbarSpracheNeuestes ReleaseLetzter Push
Ollama182kMITOpen SourceJaGov0.35.12026-10-06
llama.cpp130kMITOpen SourceJaC++v0.6.02026-10-06
vLLM93kApache-2.0Open SourceJaPythonv0.31.02026-10-06
LocalAI49kMITOpen SourceJaGov4.11.02026-10-06
exo48kApache-2.0Open SourceJaPythonv1.0.712026-10-06
SGLang37kApache-2.0Open SourceJaPythonv0.5.212026-10-06
llamafile26kOtherOpen SourceJaC++0.10.62026-10-06
MLC LLM23kApache-2.0Open SourceJaPythonv0.20.02026-10-04
KTransformers20kApache-2.0Open SourceJaPythonv0.7.12026-10-01
TensorRT-LLM15kOtherOpen SourceJaPythonv1.2.12026-10-06
Xinference9.6kApache-2.0Open SourceJaPythonv3.5.02026-10-06
LMDeploy8.1kApache-2.0Open SourceJaPythonv0.18.02026-09-28
mistral.rs7.7kMITOpen SourceJaRustv0.9.42026-10-01
llama-swap5.9kMITOpen SourceJaGov2622026-10-05
Lemonade5.8kApache-2.0Open SourceJaC++v2026.40.02026-10-06
GPUStack5.8kApache-2.0Open SourceJaPythonv2.2.32026-09-30
RamaLama3.1kMITOpen SourceJaPythonv0.25.02026-10-05
TabbyAPI1.5kAGPL-3.0Open SourceJaPythonkeins2026-10-06

18 Tools

Ollama

Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Sprache
Go
Lizenz
MIT
Sterne
182k
Neuestes Release
v0.35.1
Letzter Push
2026-10-06
vLLM

A high-throughput and memory-efficient inference and serving engine for LLMs

Sprache
Python
Lizenz
Apache-2.0
Sterne
93k
Neuestes Release
v0.31.0
Letzter Push
2026-10-06
LocalAI

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

Sprache
Go
Lizenz
MIT
Sterne
49k
Neuestes Release
v4.11.0
Letzter Push
2026-10-06
SGLang

SGLang is a high-performance serving framework for large language models and multimodal models.

Sprache
Python
Lizenz
Apache-2.0
Sterne
37k
Neuestes Release
v0.5.21
Letzter Push
2026-10-06
llamafile

Distribute and run LLMs with a single file.

Sprache
C++
Lizenz
Other
Sterne
26k
Neuestes Release
0.10.6
Letzter Push
2026-10-06
KTransformers

A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations

Sprache
Python
Lizenz
Apache-2.0
Sterne
20k
Neuestes Release
v0.7.1
Letzter Push
2026-10-01
TensorRT-LLM

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

Sprache
Python
Lizenz
Other
Sterne
15k
Neuestes Release
v1.2.1
Letzter Push
2026-10-06
Xinference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

Sprache
Python
Lizenz
Apache-2.0
Sterne
9.6k
Neuestes Release
v3.5.0
Letzter Push
2026-10-06
LMDeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

Sprache
Python
Lizenz
Apache-2.0
Sterne
8.1k
Neuestes Release
v0.18.0
Letzter Push
2026-09-28
llama-swap

Reliable model swapping for any local OpenAI/Anthropic compatible server - llama.cpp, vllm, etc

Sprache
Go
Lizenz
MIT
Sterne
5.9k
Neuestes Release
v262
Letzter Push
2026-10-05
Lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Sprache
C++
Lizenz
Apache-2.0
Sterne
5.8k
Neuestes Release
v2026.40.0
Letzter Push
2026-10-06
GPUStack

A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances.

Sprache
Python
Lizenz
Apache-2.0
Sterne
5.8k
Neuestes Release
v2.2.3
Letzter Push
2026-09-30
RamaLama

RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.

Sprache
Python
Lizenz
MIT
Sterne
3.1k
Neuestes Release
v0.25.0
Letzter Push
2026-10-05

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