MindMac
Follow
Stars
A resource for learning about Machine learning & Deep Learning
Universal and Transferable Attacks on Aligned Language Models
Awesome-Jailbreak-on-LLMs is a collection of state-of-the-art, novel, exciting jailbreak methods on LLMs. It contains papers, codes, datasets, evaluations, and analyses.
Test Software for the Characterization of AI Technologies
[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).
A modular graph-based Retrieval-Augmented Generation (RAG) system
Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
Natural Language Processing Tutorial for Deep Learning Researchers
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Kubernetes community content
Set of tools to assess and improve LLM security.
💯 Curated coding interview preparation materials for busy software engineers
A resource to help you pass system design interview and become good at work 👇
List of books, blogs, newsletters and people!
Tips and resources to prepare for Behavioral interviews.
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…
Llama中文社区，Llama3在线体验和微调模型已开放，实时汇总最新Llama3学习资料，已将所有代码更新适配Llama3，构建最好的中文Llama大模型，完全开源可商用
Machine Learning Q and AI book
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
Chronon is a data platform for serving for AI/ML applications.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Large Language Models: In this repository Language models are introduced covering both theoretical and practical aspects.
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
A FREE comprehensive reverse engineering tutorial covering x86, x64, 32-bit/64-bit ARM, 8-bit AVR and 32-bit RISC-V architectures.
At LinkedIn, we are using this curriculum for onboarding our entry-level talents into the SRE role.