📦 john-rocky/coreai-model-zoo

Run Modern LLMs Locally on Apple Devices

Want to run cutting-edge AI models directly on your iPhone or Mac? This repository is a community-driven knowledge base and model zoo designed specifically for Apple Core AI. It solves the complexity of bringing advanced models like Qwen and Gemma to on-device hardware by providing verified conversion scripts, custom Metal kernels, and specialized Swift runners. You can access end-to-end converted bundles that are optimized for high-performance inference, even on the latest mobile chips. Whether you are a developer looking to optimize model deployment or just curious about edge AI, this project provides the essential tools to get started.

📰 https://news.ycombinator.com/item?id=48501723

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📦 rockeycoss/leapalign_code

Master Flow Matching with LeapAlign

Ever wondered how to perfectly align powerful image generation models with human preferences without hitting memory bottlenecks? Meet LeapAlign, a clever post-training method designed specifically for flow matching models. Standard backpropagation through long sampling trajectories often leads to memory issues and gradient explosion, making early generation steps impossible to optimize. LeapAlign solves this by building a smart two-step leap trajectory, allowing you to backpropagate gradients through any generation step effectively. This repository provides the complete implementation to fine-tune models like FLUX, helping you gain precise control over your image generation process. Check it out to level up your model training.

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📦 facebookresearch/omnilingual-asr

Unlock Speech Recognition for 1600+ Languages!

Ever wanted to break down language barriers with just a few clicks? Meet Omnilingual ASR, an incredible open-source project designed to revolutionize speech recognition for over 1600 languages. Many of these languages have never been supported by technology until now. Whether you are a researcher or a developer, this tool makes it easy to add new languages using only a handful of examples. It features advanced model families like W2V and LLM-ASR to ensure high performance and accessibility. Dive in, experiment with the inference pipeline, and help make speech technology more inclusive for everyone around the world today.

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📦 piercelamb/deep-project

Stop Overwhelming Claude: Use Deep-Project for Better Code

Struggling to turn a vague software idea into reality? You are likely overwhelming your AI with too much scope at once. The deep-project plugin for Claude Code solves this by acting as the first step in a powerful three-part pipeline. It orchestrates an adaptive interview to understand your vision, then performs split analysis and dependency mapping to break your massive project into manageable, focused units. By creating clear spec files for each component, it prevents implementation rework and ensures you have a solid plan before you ever write a line of code. Start your project right with smarter, structured decomposition today.

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📦 jiarui-liu/overleaf

Host Your Own Real-Time Collaborative LaTeX Editor

Have you ever wanted to run your own professional-grade LaTeX editing platform right from your own server? This repository offers the Overleaf Community Edition, which is an open-source version of the popular real-time collaborative editor. It is perfect for teams looking to host their own private document workspace. By leveraging included Dockerfiles, you can easily build and manage your own instances using specific base images and service scripts. It is a powerful way to take control of your documentation workflow while enjoying the same collaborative features found in the widely used service. Check it out to start hosting today!

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📦 agentforce314/clawcodex

Build Your Own AI Coding Agent with Python

Ever wanted to build your own AI coding assistant from the ground up? This project is an ambitious full Python rebuild of an AI coding agent, packed with over two hundred thousand lines of code to handle complex development tasks. It offers a powerful infrastructure including a robust multi-agent system, tool execution capabilities, and secure context management to help you automate your workflow. Whether you want to explore advanced prompt engineering or integrate custom plugins, this codebase serves as a comprehensive foundation for your projects. Dive into this professional-grade toolkit today and supercharge your local development environment with intelligence.

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📦 elmma/mllm-reroute

Boost Vision-Language Models with Recoverable Token Routing

Ever wonder how to make large vision-language models more efficient without sacrificing their performance? This repository offers a clever solution called Reroute, which changes how visual tokens are processed. Instead of permanently deleting tokens, which is common in many methods, it uses a smart routing technique that keeps unselected tokens in the residual stream, allowing them to be reconsidered later. This approach helps maintain accuracy while improving overall model efficiency. Whether you are using LLaVA or Qwen models, this codebase provides tools to experiment with these routing strategies and profile performance, giving you better control over your AI.

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📦 mojixu/trustmargin

Stop Hallucinating: Use TrustMargin to Arbitrate Your RAG Pipeline

Are your language models struggling to decide when to trust their own memory versus retrieved documents? TrustMargin is a training-free solution that acts as a clever judge for your retrieval-augmented generation pipelines. By evaluating a parametric-prior margin and an evidence-binding margin, it dynamically chooses between a direct answer and a retrieval-augmented one for every question. Because it requires no weight updates and relies on simple inference-time logic, it is a lightweight way to boost accuracy without complex retraining. If you want a more reliable way to manage model knowledge and external evidence, this project provides the essential implementation to start.

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📦 sifter-ai/sifter

Stop RAG. Start Sifting: Transform Unstructured Docs into Data

Are your documents just a dark database sitting in folders? Stop relying on retrieval systems that guess at answers and start using Sifter. This developer-first, open-source engine turns your messy invoices, contracts, and receipts into a structured, queryable database. Instead of searching for text chunks, Sifter extracts typed fields and performs real database-style aggregations that are exact and reproducible. With native Python and TypeScript SDKs, an MCP server for your AI agents, and built-in dashboard generation, Sifter lets you treat your documents like a reliable data source. Take control of your data and turn chaos into clarity today.

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📦 iamsrikanthnani/pluely

Pluely: The Ultimate Stealth AI Assistant for Meetings

Stop struggling in meetings and get real-time help without anyone knowing. Meet Pluely, an ultra-lightweight, open-source AI assistant designed for complete stealth. Built for performance, this ten-megabyte tool sits as a transparent overlay on your screen, remaining invisible during video calls and screen shares. Whether you need to transcribe system audio, analyze screenshots for instant insights, or use voice input for hands-free queries, Pluely keeps you prepared. With customizable keyboard shortcuts and support for multiple AI providers, it is the perfect privacy-focused companion for any professional. Upgrade your workflow and stay ahead in every conversation today.

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📦 quantaalpha/quantaalpha

Discover Alpha Factors Effortlessly with AI

Struggling to find the right alpha factors for your quantitative trading strategy? Meet QuantaAlpha, an innovative framework that uses large language models and evolutionary strategies to automate the entire process. Instead of manually searching, you simply describe your research direction, and the system intelligently mines, evolves, and validates factors through self-improving trajectories. It even includes a clean web dashboard for visual monitoring and independent backtesting, taking the complexity out of factor discovery. Whether you are building new models or testing hypotheses, this tool streamlines your research workflow. Give it a try to transform how you approach quantitative finance today.

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📦 borhen68/tokentamer

Slash Your LLM Costs by 80% with TokenTamer

Are your AI coding agents burning through your budget by constantly resending massive, redundant codebases? Meet TokenTamer, a smart middleware proxy designed to slash your LLM API costs by fifty to eighty percent. By sitting between your coding assistant and the model, it intelligently intercepts payloads to perform real-time AST-based compression. It replaces bloated background code with structural skeletons while keeping your active work intact, and even leverages Anthropic prompt caching to optimize long-lived sessions. Stop paying for context your AI does not actually need to see. Give your wallet a break and start optimizing your developer workflow today.

📰 https://news.ycombinator.com/item?id=48458633

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📦 braveopotato/fcksignups

Stop Signing Up! Use These Open-Source Browser Tools Instantly

Are you tired of endless registration walls just to use a simple online tool? Meet a curated directory of open-source, browser-based utilities that require absolutely no signups, tracking, or email addresses. Whether you need help with design, development, writing, or data analysis, this project provides a clean, searchable, and responsive interface to find exactly what you need without the bloat. Built with React and TypeScript, this collection prioritizes user privacy and simplicity above all else. Just open the page, search by category or keyword, and get straight to work. Stop wasting time on accounts and start building today.

🆔 @hackernewsgithubprojects

📦 ninoxai/nightwatch

Stop Alert Fatigue: Meet the AI SRE That Investigates Your Outages

Are you tired of waking up at 3am to a flood of alerts that leave you guessing what actually broke? Meet the open-source AI SRE that finally brings clarity to your monitoring. It works as a local-first layer over your existing systems to automatically cluster alert storms into single, actionable incidents and filter out the noise. Most importantly, it features a smart investigator agent that gathers evidence from your live environments to form root-cause hypotheses, all while keeping your data safe and read-only. It never touches your production systems, giving you the control to approve every fix yourself.

📰 https://news.ycombinator.com/item?id=48438180

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📦 openclaw/crabbox

Crabbox: Instant Cloud Testing for Developers

Stop waiting on sluggish CI pipelines and manage your testing environment with total control. Crabbox is a powerful control plane designed for developers and AI agents to lease managed cloud capacity for remote software testing and execution. It streamlines your workflow by syncing your local code changes to a remote machine, executing tests, and streaming the output back in real time. With support for major cloud providers and local sandboxes, you get cloud-grade compute without the headache of manual setup. Use it to warm up boxes, run commands, and even capture failure details effortlessly. Take command of your remote development today.

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📦 avafly/paddleocr-ncnn-cpp

Run PaddleOCR Fast with NCNN in C++

Looking to boost your text recognition performance? This C++ project provides a high-performance implementation of PaddleOCR models using the NCNN inference framework. By leveraging NCNN, it enables efficient optical character recognition directly on your own hardware, supporting multiple versions from v3 up to v6. Whether you need fast text detection or accurate recognition, this implementation gives you the tools to run these powerful models with optimized latency. It is a fantastic resource for developers wanting to integrate robust OCR capabilities into C++ applications, offering a lightweight and flexible way to process documents or images quickly.

🆔 @hackernewsgithubprojects

📦 petipoua/petiglyph

Turn Any Video into a Custom Font with Petiglyph

Ever wanted to turn your favorite images or even videos into a custom font? Meet Petiglyph, a powerful terminal tool that lets you transform media files into monochrome font glyphs effortlessly. Whether you are creating static icons from PNGs and SVGs or building animated glyphs from GIFs and MP4s, this project handles the heavy lifting right from your terminal. It offers a smooth interactive interface for managing your font projects and even generates installation-ready files. It is a fantastic way to create unique assets for your own apps or designs. Try it out to start crafting your custom typography today.

📰 https://news.ycombinator.com/item?id=48476626

🆔 @hackernewsgithubprojects

📦 kunchenguid/gnhf

Automate Your Coding Overnight with GNHF

Ever wish you could keep your coding projects moving while you sleep? Meet GNHF, a powerful orchestrator that turns your AI agents into autonomous, overnight workers. Instead of waking up to a stagnant codebase, you get a branch filled with clean, documented changes and a full summary of everything the agent accomplished. It is agent-agnostic, meaning it works seamlessly with tools like Claude Code, GitHub Copilot, and more. By handling incremental commits and automatic error recovery, it ensures progress never stops. Stop wasting downtime and let your agents handle the heavy lifting while you rest.

🆔 @hackernewsgithubprojects

📦 levy-street/world-of-claudecraft

Build and Play Your Own Vanilla-Style MMO

Ever wanted to host your own classic-style micro-MMO? This project delivers a fully playable, vanilla-flavored multiplayer game that you can run right in your browser or host as a persistent server. It features a deterministic simulation engine that keeps the world synchronized, complete with character persistence, trading, dueling, and party mechanics. You can explore a vast, procedural world with nine distinct character classes, challenging dungeons, and deep combat systems. Whether you want to develop your own world or simply jump in for an offline adventure, this project provides a polished, open-source foundation for your next gaming obsession.

🆔 @hackernewsgithubprojects

📦 lishix520/academic-paper-skills

Master Academic Writing with Claude Code

Struggling to turn your research ideas into a polished manuscript? This framework offers a systematic way to plan and write academic papers using Claude Code. By separating the process into a strategist phase for planning and a composer phase for writing, it ensures your work meets high standards through built-in quality checkpoints and reviewer simulation. It helps you identify research gaps, maintain structural consistency, and prepare submission-ready drafts with Python-based validation tools. Whether you are a student or an independent researcher, these skills provide a professional workflow to elevate your academic writing. Start organizing your research today and finish stronger.

🆔 @hackernewsgithubprojects