List of Language Model LLMs Projects with Full Implementation codes
▶ A Coding Guide to Build Advanced Document Intelligence Pipelines with Google LangExtract, OpenAI Models, Structured Extraction, and Interactive Visualization Codes Tutorial
▶ How to Deploy Open WebUI with Secure OpenAI API Integration, Public Tunneling, and Browser-Based Chat Access Codes Tutorial
▶ An Implementation Guide to Running NVIDIA Transformer Engine with Mixed Precision, FP8 Checks, Benchmarking, and Fallback Execution Codes Tutorial
▶ A Coding Implementation to Run Qwen3.5 Reasoning Models Distilled with Claude-Style Thinking Using GGUF and 4-Bit Quantization Codes Tutorial
▶ A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research Codes Tutorial
▶ How to Build a Stable and Efficient QLoRA Fine-Tuning Pipeline Using Unsloth for Large Language Models Codes Tutorial
▶ A Coding Guide to Instrumenting, Tracing, and Evaluating LLM Applications Using TruLens and OpenAI Models Codes Tutorial
▶ How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback Codes Tutorial
▶ How to Build a Matryoshka-Optimized Sentence Embedding Model for Ultra-Fast Retrieval with 64-Dimension Truncation Codes Tutorial
▶ A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow Codes Tutorial
▶ A Coding Implementation to Automating LLM Quality Assurance with DeepEval, Custom Retrievers, and LLM-as-a-Judge Metrics Codes Tutorial
▶ How to Implement Functional Components of Transformer and Mini-GPT Model from Scratch Using Tinygrad to Understand Deep Learning Internals Codes Tutorial
▶ An Implementation of Fully Traced and Evaluated Local LLM Pipeline Using Opik for Transparent, Measurable, and Reproducible AI Workflows Codes Tutorial
▶ A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text Codes Tutorial
▶ An Implementation on Building Advanced Multi-Endpoint Machine Learning APIs with LitServe: Batching, Streaming, Caching, and Local Inference Codes Tutorial
▶ Ivy Framework Agnostic Machine Learning Build, Transpile, and Benchmark Across All Major Backends Codes Tutorial
▶ A Coding Guide to Master Self-Supervised Learning with Lightly AI for Efficient Data Curation and Active Learning Codes Tutorial
▶ Building and Optimizing Intelligent Machine Learning Pipelines with TPOT for Complete Automation and Performance Enhancement Notebook Tutorial
▶ A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface Notebook Tutorial
▶ How to Test an OpenAI Model Against Single-Turn Adversarial Attacks Using deepteam Notebook Tutorial
▶ Using RouteLLM to Optimize LLM Usage Notebook Tutorial
▶ Tutorial: Exploring SHAP-IQ VisualizationsNotebook Tutorial
▶ Building an End-to-End Object Tracking and Analytics System with Roboflow Supervision Notebook Tutorial
▶ Getting Started with Microsoft’s Presidio: A Step-by-Step Guide to Detecting and Anonymizing Personally Identifiable Information PII in Text Notebook Tutorial
▶ Build a Groundedness Verification Tool Using Upstage API and LangChain Notebook Tutorial
▶ A Coding Guide to Build a Production-Ready Asynchronous Python SDK with Rate Limiting, In-Memory Caching, and Authentication Notebook Tutorial
▶ Building High-Performance Financial Analytics Pipelines with Polars: Lazy Evaluation, Advanced Expressions, and SQL Integration Notebook Tutorial
▶ Building AI-Powered Applications Using the Plan → Files → Code Workflow in TinyDev Notebook Tutorial
▶ A Comprehensive Coding Tutorial for Advanced SerpAPI Integration with Google Gemini-1.5-Flash for Advanced Analytics Notebook Tutorial
▶ Build a Secure AI Code Execution Workflow Using Daytona SDK Notebook Tutorial
▶ A Coding Guide Implementing ScrapeGraph and Gemini AI for an Automated, Scalable, Insight-Driven Competitive Intelligence and Market Analysis Workflow Notebook Tutorial
▶ A Coding Implementation to Build an Interactive Transcript and PDF Analysis with Lyzr Chatbot Framework Notebook Tutorial
▶ Step-by-Step Guide to Creating Synthetic Data Using the Synthetic Data Vault (SDV) Notebook Tutorial