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TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
A system-level, binary package and environment manager running on all major operating systems and platforms.
Efficiently computes derivatives of NumPy code.
You're reading this. The skill predicted it. A workflow that turns every post into a calibrated experiment—score, blind-predict, retro, evolve. The future doesn't reward effort, it rewards those who see the pattern first. 1M followers in a month — not luck, system.
:fire: 2D and 3D Face alignment library build using pytorch
This repo powers my experiment where ChatGPT manages a real-money micro-cap stock portfolio.
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.
Python library and shell utilities to monitor filesystem events.
Unlock the fullest potential of your device
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
This repository contains the official implementation of "FastVLM: Efficient Vision Encoding for Vision Language Models" - CVPR 2025
Minimal PyTorch implementation of YOLOv3
Implementation of Graph Convolutional Networks in TensorFlow
TranslatedA tutorial and implement of disease centered Medical knowledge graph and qa system based on it. Knowledge graph construction, automatic question answering, KG-based automatic question answering. A medium-scale medical-domain knowledge graph centered on diseases, which is used to provide automatic question answering and analysis services.
Centralized network visibility and continuous asset discovery. Monitor devices, detect change, and stay aware across distributed networks.
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
Very efficient backup system based on the git packfile format, providing fast incremental saves and global deduplication (among and within files, including virtual machine images). Please post problems or patches to the mailing list for discussion (see the end of the README below).
Py2/py3 script that can download macOS components direct from Apple