h4cker/ai_research

AI Security Research Resources

Langchain Resources

• Tools, Learning, Notebooks, Bots, Agent examples, etc.

LLM Frameworks

• Popular LLM Frameworks

Collection of Jupyter Notebooks

This is (by far) the best collection of colab notebooks I have found. A bit overwhelming and I wish I had time to go through most of them… Tons of links to papers, videos, etc.: https://github.com/amrzv/awesome-colab-notebooks

AI Security Best Practices and Tools

• High-Level AI Security Best Practices
• Homomorphic-Encryption
• AI Security Tools and Frameworks
• AI Secure Deployment Tips
• AI Secure Design Tips
• Threat Modeling

AI Security Resources from Omar's Training Sessions

• Cybersecurity Learning Prompts
• Networking Prompts
• Programming Learning Prompts

AI Ethics and Privacy Resources

• AI Ethics and Privacy Resources

AWESOME Lists

• Awesome-LLM - a huge collection of resources related to Gen AI and LLMs
• Awesome ChatGPT Prompts - A collection of prompt examples to be used with the ChatGPT model.
• awesome-chatgpt-prompts-zh - A Chinese collection of prompt examples to be used with the ChatGPT model.
• Awesome ChatGPT - Curated list of resources for ChatGPT and GPT-3 from OpenAI.
• Chain-of-Thoughts Papers - A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models.
• Instruction-Tuning-Papers - A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
• LLM Reading List - A paper & resource list of large language models.
• Reasoning using Language Models - Collection of papers and resources on Reasoning using Language Models.
• Chain-of-Thought Hub - Measuring LLMs' Reasoning Performance
• Awesome GPT - A curated list of awesome projects and resources related to GPT, ChatGPT, OpenAI, LLM, and more.
• Awesome GPT-3 - a collection of demos and articles about the OpenAI GPT-3 API.
• Awesome LLM Human Preference Datasets - a collection of human preference datasets for LLM instruction tuning, RLHF and evaluation.
• RWKV-howto - possibly useful materials and tutorial for learning RWKV.
• ModelEditingPapers - A paper & resource list on model editing for large language models.
• Awesome LLM Security - A curation of awesome tools, documents and projects about LLM Security.
• Awesome-Align-LLM-Human - A collection of papers and resources about aligning large language models (LLMs) with human.
• Awesome-Code-LLM - An awesome and curated list of best code-LLM for research.
• Awesome-LLM-Compression - Awesome LLM compression research papers and tools.
• Awesome-LLM-Systems - Awesome LLM systems research papers.
• awesome-llm-webapps - A collection of open source, actively maintained web apps for LLM applications.