Examples
MLflow Model Example
import digitalhub as dh
project = dh.get_or_create_project("my_project")
function = project.new_function(name="mlflow-serve-function",
kind="mlflowserve",
path=model.spec.path + "model")
run = function.run(action="serve")
Scikit-Learn Model Example
function = project.new_function(name="sklearn-serve-function",
kind="sklearnserve",
path=model.spec.path)
run = function.run(action="serve")
KubeAI Text Model Example
function = project.new_function(
name="kubeai-text-function",
kind="kubeai-text",
url="hf://mistralai/Mistral-7B-v0.1",
features=["TextGeneration"],
engine="VLLM"
)
run = function.run(action="serve")
KubeAI Speech Model Example
function = project.new_function(
name="kubeai-speech-function",
kind="kubeai-speech",
url="hf://openai/whisper-large-v3",
features=["SpeechToText"],
engine="FasterWhisper"
)
run = function.run(action="serve")