A Hackernoon guide details how to self-host AI models on a Raspberry Pi 5, citing costs of $40-60 per month on OpenAI API calls for an agent project. The guide explains the setup process and benefits …
Crewai-go v0.4.0, a Go implementation of the CrewAI multi-agent orchestration framework, has been released, offering type safety, lower memory footprint, and faster concurrent execution compared to th…
Google engineers built Gemma Translator, an open-source project that runs a fully offline multilingual voice translator on a Raspberry Pi 5 using Google Gemma 4 E2B (2.3B effective / ~5.1B total param…
Cactus Compute released Needle 2, an open 45M-parameter tool-calling model that ships as a 14MB binary and runs a full session in about 28MB of RAM, targeting devices with no GPU or NPU. The model ach…
Google AI Edge's LiteRT and LiteRT-LM enable deployment of Gemma 4 E2B on Raspberry Pi 5, achieving 99 tokens/sec prefill and 9 tokens/sec decode with a peak memory footprint of 1432 MB, powering the …
Google's Gemma Translator, built with Google Antigravity, enables fully offline, on-device voice translation using the Gemma 4 large language model and LiteRT-LM, with text-to-speech powered by Moonsh…
Cactus Compute released Needle2, a 45-million-parameter language model compressed to a 14MB binary that runs AI agent tool-calling at 500 tokens per second on a Raspberry Pi 5 and 6,000 tokens per sec…
Cactus released Needle 2, a 14MB agentic LLM for tool call, device use, and structured extraction, running 45 million parameters at 2-bit compression in 28MB of RAM. It achieves 500 tokens/sec on a Ra…
Researchers propose CoDAT, a Collaborative Dual-Attention Transformer for efficient edge action recognition, which replaces multi-head attention with a lightweight dual-branch module and a parameter-f…
A developer has been running an AI agent on a Raspberry Pi 5 for three months, achieving zero API fees by running all inference locally. The setup, which includes models like Llama 3.2-3B and Qwen2.5-…
Researchers propose Conditional Retrieval Alignment (CoRA), a gradient-free framework that converts a frozen encoder into a task-conditioned retriever for on-device in-context learning, using closed-f…
NightRun, an experimental open-source UEFI application, boots a Raspberry Pi 5 or x86_64 PC directly into a local large language model without a conventional operating system, loading quantized models…
NightRun, an experimental open-source UEFI application written in Rust, boots a local large language model directly into RAM on 64-bit x86_64 PCs (with Secure Boot disabled) and Raspberry Pi 5, bypass…
ChipRadar, a real-time price tracker for single-board computers, analyzed live prices from 55+ boards across 5+ vendors to identify the best SBCs under $100. The Raspberry Pi 5 4GB ($57) leads for gen…
A maker known as RadioactiveArtist has built a working AI-powered cyberdeck inside a vintage 1980s M.A.S.K. lunchbox, running a large language model locally on a Raspberry Pi 5 with a 7-inch touchscre…
SunFounder's Pironman 5 Pro Max, a $145.99 DIY tower case for the Raspberry Pi 5, adds a 4.3-inch touchscreen, camera, speakers, and microphone to create a local AI desktop, and it kept the CPU around…
A local LLM workstation build using a Raspberry Pi 5, NVMe SSD, and Hailo-8 M.2 module achieves 26 TOPS of inference for real-time transcription and local RAG, according to the author. The setup, cont…
A developer built a purpose-driven AI cyberdeck that runs large language models locally without cloud dependencies. The build uses a Raspberry Pi 5, NVMe storage, a Hailo-8 AI accelerator, and a Raspb…
CrankGPT is a fully offline, hand-cranked AI box that runs local language models on a Raspberry Pi 5 with 8GB RAM, requiring no battery or cloud connection. The device uses a 20W hand-crank generator …
A developer built a handheld AI device using a Hailo-8 accelerator and Raspberry Pi 5 to run local inference, eliminating cloud API costs and privacy concerns. The system achieves real-time object det…