{"repo":"KohakuBlueleaf/KohakuBoard","free":true,"listed":false,"github":"https://github.com/KohakuBlueleaf/KohakuBoard","clone":"git clone https://github.com/KohakuBlueleaf/KohakuBoard.git","description":"High efficiency Local/self-hosted ML Experiment Tracking System","language":"Python","stars":21,"topics":[],"license":null,"category":"self-hosted-apps","readme_excerpt":"KohakuBoard High-performance ML experiment tracking with zero training overhead . Part of KohakuHub - Self-hosted AI Infrastructure --- Quick Start --- - - Join our community: https://discord.gg/xWYrkyvJ2s --- Why KohakuBoard? KohakuBoard's Advantages - Zero Training Overhead - Non-blocking logging returns in <0.1ms - Local-First - No server required during training, view results instantly - High Throughput - 20,000+ metrics/second sustained - Rich Data Types - Scalars, images, videos, tables, histograms - WebGL Visualization - Handle 100K+ datapoints smoothly - Self-Hosted - Your data stays on your infrastructure --- Features Non-Blocking Architecture Background Writer Process ensures training never waits: Performance: - Log call latency: <0.1ms - Throughput: 20,000+ metrics/sec - Queue capacity: 50,000 messages - Memory overhead: 100-200 MB Rich Data Types Unified API for all data types - no step inflation: Supported Types: - Scalars - Metrics, learning rates, accuracies - Media - Images (PNG/JPG), videos (MP4), audio (WAV) - Tables - Structured data with embedded images - Histograms - Weight/gradient distributions with compression (99.8% size reduction) Three-Tier SQLite Storage Architecture Powered by KohakuVault - A high-performance storage library with dual interfaces over SQLite: Why KohakuVault? - Zero dependencies - Single SQLite file, no external services - Simple deployment - Just .db files, no infrastructure - Dual-interface design - Dict-like for blobs, list-like","default_branch":null,"files":null,"tree":[],"storefront":"/r/KohakuBlueleaf","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KohakuBlueleaf/KohakuBoard/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}