From deca2cfc2767490d403ef2397e62a8932b515530 Mon Sep 17 00:00:00 2001 From: Zachary Proser Date: Sun, 22 Sep 2024 22:24:01 -0400 Subject: [PATCH] Add MLOps Adventure post --- src/app/blog/mlops-adventure/page.mdx | 105 ++++++++++++++++++++++++++ src/app/page.tsx | 2 +- src/images/mlops.webp | Bin 0 -> 192176 bytes src/images/zp-mlops.webp | Bin 0 -> 95910 bytes 4 files changed, 106 insertions(+), 1 deletion(-) create mode 100644 src/app/blog/mlops-adventure/page.mdx create mode 100644 src/images/mlops.webp create mode 100644 src/images/zp-mlops.webp diff --git a/src/app/blog/mlops-adventure/page.mdx b/src/app/blog/mlops-adventure/page.mdx new file mode 100644 index 00000000..5c92ce7f --- /dev/null +++ b/src/app/blog/mlops-adventure/page.mdx @@ -0,0 +1,105 @@ +import { ArticleLayout } from '@/components/ArticleLayout' +import { Button } from '@/components/Button' +import Image from 'next/image' + +import mlOps from '@/images/mlops.webp' +import zpMLOps from '@/images/zp-mlops.webp' + +import { createMetadata } from '@/utils/createMetadata' + +export const metadata = createMetadata({ + author: "Zachary Proser", + date: "2024-09-22", + title: "MLOps Adventure - Learning to Fine-tune LLMs, create datasets and neural nets", + description: "I've been on an MLOps adventure lately, taking any excuse to get hands on with neural nets, fine-tuning, Hugging Face datasets and models.", + image: mlOps, + slug: '/blog/mlops-adventure' +}); + +export default (props) => + +MLOps +
I've been on an MLOps adventure lately, taking any excuse to get hands on with neural nets, fine-tuning, and creating datasets.
+ +## Table of contents + +## Introduction + +Neural networks fascinate me. As an application and infrastructure developer by background, I'm building side projects to get hands-on with neural networks, MLOps, and the intricacies of training models and building inference endpoints. + +I'm going looking for tedium, frustration, and sharp edges and I'm rarely disappointed. + +ZP MLOps +
I learn by building, so I've been doing a ton of MLOps focused projects lately
+ +## Cloud GPU Services and Jupyter Notebooks + +I started by [evaluating cloud GPU services for deep learning and fine-tuning](/blog/cloud-gpu-services-jupyter-notebook-reviewed). + +I learned that while there are numerous options available, each comes with its own set of trade-offs in terms of pricing, performance, and ease of use. + +## Creating Custom Datasets + +I created a guide on [How to create a custom Alpaca instruction dataset for fine-tuning LLMs](/blog/how-to-create-a-custom-alpaca-dataset). + +I learned that creating a good dataset is paramount. It involves careful consideration of the data structure and target model, ensuring diversity in the instruction-output pairs, and maintaining consistency in the formatting. + + +## Fine-tuning LLama 3.1 + +With a custom dataset in hand, the next logical step was to fine-tune a large language model. I chose LLama 3.1 for this task and documented the process in [How to Fine-tune LLama 3.1 on Lightning.ai with Torchtune](https://zackproser.com/blog/how-to-fine-tune-llama-3-1-on-lightning-ai-with-torchtune). + +I gained practical experience in: + +- Preparing a model for fine-tuning +- Configuring hyperparameters +- Monitoring training progress + +This was incredibly tedious. I encountered numerous errors, from out-of-memory issues to unexpected convergence problems. Each obstacle, however, deepened my understanding of the intricacies involved in training large language models. + +## Model Adapters: LoRA and QLoRA + +Driven by Out of memory errors, I explored LoRA (Low-Rank Adaptation) and QLoRA (Quantized Low-Rank Adaptation), which I detailed in [The Rich Don't Fine-tune Like You and Me: Intro to LoRA and QLoRA](https://zackproser.com/blog/what-is-lora-and-qlora). + +I learned how LoRA allows for efficient fine-tuning of large models by updating only a small number of parameters. QLoRA took this a step further by introducing quantization, making it possible to fine-tune models on consumer-grade hardware. + +Implementing these techniques taught me about: + +- The trade-offs between model performance and computational efficiency +- The importance of parameter-efficient fine-tuning methods +- The potential of quantization in democratizing access to large language models + +## Building a RAG Pipeline on Custom Data + +One of my most comprehensive projects was [building a Retrieval Augmented Generation (RAG) pipeline for my blog](/blog/langchain-pinecone-chat-with-my-blog): + +1. **Full ML Pipeline Implementation**: The project covers the entire lifecycle of an ML application, from data ingestion and processing to model deployment and serving. + +1. **Data Processing and Knowledge Base Creation**: The project shows how to convert an entire blog (with MDX files) into a searchable knowledge base, highlighting the importance of data preparation in ML projects. + +1. **Real-time AI Interaction**: By implementing a chat interface that interacts with the blog's content, the project showcases how to deploy ML models for real-time user interaction. + +1. **Streaming Responses and Frontend Integration**: The implementation includes handling streaming responses from language models and integrating them seamlessly with a React frontend. + +1. **MLOps Best Practices**: The project incorporates CI/CD practices, using GitHub Actions to automatically update the knowledge base when new blog posts are added. + +1. **Vector Search and Semantic Understanding**: By using Pinecone for vector search, the project demonstrates how to implement semantic search capabilities in an ML application. + +1. **Prompt Engineering**: The article discusses the nuances of crafting effective prompts for language models, an essential skill in working with LLMs. + +1. **Performance Optimization**: The project addresses challenges like efficient data retrieval and processing, crucial for maintaining good performance in ML applications. + +1. **Scalability Considerations**: By using cloud-based services and discussing potential improvements, the project touches on how to build scalable ML solutions. + +This RAG pipeline project is a prime example of applying MLOps principles to create a practical, user-facing application. It combines several aspects of machine learning engineering, from data processing and model integration to deployment and user interface design. + +## Future Directions + +Looking ahead, I'm excited to explore: + +1. **Computer Vision**: Delving into image processing, object detection, and facial recognition tasks. +2. **Edge AI / Tiny ML**: Exploring the deployment of ML models on resource-constrained devices and edge computing scenarios. +3. **Ensemble Methods**: Investigating techniques like Random Forests or Gradient Boosting for improved model performance. +4. **MLOps at Scale**: Tackling the challenges of large-scale deployment, monitoring, and maintenance of ML systems in production environments. +5. Developing more sophisticated custom datasets for various domains. +6. 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