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An agentic skills framework & software development methodology that works.
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
A LaTeX Template for Dissertation Writing at the University of Electronic Science and Technology of China Since 2024
My learning notes for ML SYS.
📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉
📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
AIInfra（AI 基础设施）指AI系统从底层芯片等硬件，到上层软件栈支持AI大模型训练和推理。
Machine Learning Engineering Open Book
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
My solution for MIT 6.5840 (aka. MIT 6.824). No failure within 30,000 tests.
📚 A collection of papers about Referring Image Segmentation.
A curated list of awesome resources for camouflaged/concealed object detection (COD).
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.
Must-read papers on prompt-based tuning for pre-trained language models.
Reading list for research topics in multimodal machine learning
Database system project based on CMU 15-445/645 (FALL 2020) https://15445.courses.cs.cmu.edu/fall2020/assignments.html
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/