Chinese-language hands-on programming tutorial series on large language models, covering fine-tuning, prompting, editing, watermarking, jailbreaks, and agents.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A free Chinese-language 100-day Python course, from basics to advanced topics, with lessons and code examples.
Code examples for the O'Reilly book Hands-On Large Language Models, covering LLM concepts and practical techniques in Jupyter notebooks.
Code for Machine Learning for Trading, 3rd edition β from data sourcing to live execution.
A Chinese-language book by Li Xiaolai teaching self-learning skills through a Python programming curriculum, delivered as Jupyter notebooks.
Implement a reasoning LLM in PyTorch from scratch, step by step
Open-source large language models and tooling for financial tasks such as sentiment analysis, forecasting, and robo-advisory.
Sample notebooks, code, and apps demonstrating how to build with generative AI models on Google Cloud.
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Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Practical course about Large Language Models.
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)
A Chinese-language tutorial book that teaches LLM principles and walks through building and training a small LLaMA2-style model from scratch.