Features
Build a GPT-like LLM from scratch in PyTorch
Implement tokenization and data preprocessing
Design multi-head self-attention and transformer blocks
Train on text corpora with efficient batching
Fine-tune the model for instruction following
Explore alignment techniques (RLHF basics)
Evaluate model performance and generation quality
Includes code for inference and decoding strategies
Covers practical aspects like GPU memory optimization
Step-by-step code with explanations and illustrations
Undetectable AI essay generation
Access to 12,000+ academic source providers
10M+ real academic sources with free PDFs
Automatic reference lists (MLA, APA, Chicago, etc.)
Grammar and spelling checker
AI humanizer to bypass GPTZero, Originality.ai
Built-in originality checker
Outline generator for structured writing
Literature review assistance
Case study support with real-world data
Citation generator for multiple styles
AI suggestion for arguments and refinements
Multi-language support (30+ languages)
