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| fine-tuning | ||
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| labs | ||
| LangChain | ||
| LLM-frameworks | ||
| ML_Fundamentals | ||
| prompt_engineering | ||
| prompt_injection | ||
| RAG | ||
| training_environment_security | ||
| ai_coding_tools.md | ||
| ai_security_tools.md | ||
| datasets.rst | ||
| model_security_testing.md | ||
| monitoring.md | ||
| prompt_engineering.md | ||
| README.md | ||
AI Security Research Resources
Langchain Resources
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
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) andT0(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.