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1. CICD-for-Machine-Learning CICD-for-Machine-Learning Public

   A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

   Jupyter Notebook 111 72

2. using-llama3-locally using-llama3-locally Public

   Running llama3 using Ollama-Python, Curl, LangChain, Chroma, and User interface.

   Jupyter Notebook 57 11

3. FastAPI-for-ML FastAPI-for-ML Public

   Building a simple FastAPI application for model inference.

   Python 65 15

4. ML-Workflow-Orchestration-With-Prefect ML-Workflow-Orchestration-With-Prefect Public

   An introductory project to streamline the machine learning pipeline using Prefect and Discord Notifications, from data ingestion to model saving

   Python 48 12

5. Deploying-LLM-Applications-with-Docker Deploying-LLM-Applications-with-Docker Public

   Building and deploying a document Q&A application on the Hugging Face cloud using Docker.

   Python 46 13

6. Deploying-Llama-3.3-70B Deploying-Llama-3.3-70B Public

   Serve Llama 3.3 70B (with AWQ quantization) using vLLM and deploy it on BentoCloud.

   Python 31 8