Runners Like Hugging Face Transformers (Local Inference)

Hugging Face Transformers Library

Jetbrains Self Hosted AI

9.03 Excellent

vLLM (Local Deployment)

Runner

8.38 Great

PyTorch

Machine Learning

9.17 Excellent

SHAP

Machine Learning

8.91 Great

JAX

Deep Learning

8.70 Great

Paperspace Gradient

Jupyter Notebook

8.11 Great

llama.cpp-mac

Runner

7.90 Good

llama.cpp-python Bindings

Runner

7.69 Good

Quantum Machine Learning Frameworks (e.g., PennyLane)

Machine Learning

7.54 Good

Auto-sklearn

Machine Learning

7.32 Good

KerasCV

Machine Learning

7.27 Good

InterpretML

Machine Learning

7.21 Good

TVM

Deep Learning

7.08 Good

Phi-3 Mini (Local)

Runner

6.93 Fair

DeepSpeed-MII

Deep Learning

6.43 Fair

Ollama

Runner

9.05 Excellent

LM Studio

Runner

8.75 Great

LM Studio (itself as an alternative runner variant)

Runner

8.63 Great

Text Generation WebUI

Runner

8.13 Great

Continue (Local Backend)

Runner

8.00 Great

Jan AI

Runner

7.80 Good

DeepSeek Coder

Runner

7.59 Good

Solara AI

Runner

7.49 Good

GPT4All

Runner

7.38 Good