劉育維's repositories
GDG-Activity-Gemma-20240530
The GDG Taipei about introducing Google Gemma Model.
llama-cpp-fastapi-service
Use Fastapi to serve the llama 2 cpp fastapi service.
2022-local-election-dataset
2022縣市長選舉投票資料（中選會網站資訊）
cpbl-dbt-postgresql
Use dbt tools and python code to transfer the postgresql table to view table.
llm_model_evaluation
LLM Model Evaluation for tmmluplus datasets
Ollama-Colab-example
Use Google Colab to run Ollama Service.
ChatGPT-Seldon-core
Use Seldon Core method to deploy the ChatGPT model service
pycon-tw-2023-demo-code
PyCon TW 2023 - 快速生成 MLOps 基礎程式碼架構：使用 ChatGPT Demo Code
azure-function-cassandra-blob
Use azure function to query the data and store into the azure blob
bank-recommendation
bank-recommendation
docker-ubuntu-openvino-pytest
Use docker to do the openvino unittest
document2paragraph
You can use the python script to transfer pdf, docx and other document to paragraph for transfer them to embedding vector.
Gen-Code-Run-PrimeHub
Generate the code and run the code on PrimeHub MLOps Platform
google-cloud-summit-2024-slide
Google Cloud Summit 2024 slide - 深入淺出 Google Gemma 開源模型
kaggle-house-prices
Kaggle competition on house prices prediction
kaggle-titanic
Kaggle competition on titanic prediction
LiuYuWei.github.io
LiuYuWei.github.io
Llama-2-cpp-example
An example to run Llama 2 cpp python in Colab environment.
mediapipe-llm-inference-web-service
Use MediaPipe LLM Inference API to chat with LLM in UI
metaflow-iris-mlops-pipeline
Use metaflow to demo the iris classification MLOps pipeline.
mlflow
Open source platform for the machine learning lifecycle
mnist-pytorch-model-serving
Use Pytorch and python seldon wrapper to train MNIST model and deploy model
openfaas-model-microservice
Use openfaas to do the model microservice system
pycaret
An open-source, low-code machine learning library in Python
service-lightgbm-mlflow
service-lightgbm-mlflow