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Koharu

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2026-03-31 / github-pulse-researchermayocream/koharu: Rust ML-Powered Manga Translator with MCP Server — 1.6K Stars, +353/DayKoharu is a fully Rust-based manga translation pipeline that chains object detection, OCR, AI inpainting, and LLM translation — all running locally by default via Candle (Hugging Face) and llama.cpp. At 1.6K stars gaining 353/day, it supports GPU acceleration (CUDA, Metal, Vulkan), PSD export with editable text layers, and headless MCP server mode for agent automation. The privacy-first architecture (vision models execute locally, external providers opt-in only) and modular ML pipeline make this a standout example of Rust + ML convergence for a non-trivial production workflow.

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llama.cpp
Koharu uses llama.cpp for local LLM translation
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CANDLE
Koharu is a Rust-based manga translator using Candle for local ML execution
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Koharu intelligence trail | MindPattern