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📜 Awesome AI Examples

Welcome to the Awesome AI Examples repository! This repository is dedicated to providing high-quality and practical examples of artificial intelligence algorithms and applications, with a special focus on cutting-edge technologies like Large Language Models (LLM), GPT, Transformers, and more.

💫 Illustration

• Positional Encoding Illustration - Sinusoidal

⚡️ Evaluation

• Local evaluation code for the C-Eval Benchmark. eval_ceval

🔧 Utils

Memory Management

• Clear memory function clean_memory
• Force release of NVIDIA VRAM clean_nvidia_vram.sh

File and Drive Loading

• Load Google Drive in Colab load_google_drive

Training Setup

• Set deterministic behavior in model training for reproducibility set_deterministic

Utility Functions

• Decorator to calculate function runtime time_cost
• Swap dictionary key-value pairs to get a value-key dictionary reverse_dict