A 4B Edge-Deployable Cognitive Model Built in China
量子位 QbitAI5 days agoReleaseQbitAI’s headline says a domestic Chinese team has built a 4B-parameter “cognitive model” suitable for edge deployment. The framing links it to a model direction previously associated with Andrej Karpathy. Since the article body was not provided, details such as the model name, architecture, benchmark results, hardware requirements, open-source status, and licensing remain unverified.
Best Local TTS Solution
r/LocalLLaMA top day6 days agoCommentaryA r/LocalLLaMA user says they have tested many local TTS tools, but none match ElevenLabs for expressiveness, voices, and cloning. They list moss-nano and Kokoro as the best edge-device candidates so far, with edgeTTS as a free/cloud option. The post asks for community experience connecting agents such as Hermes, openclaw, or opencode to Telegram voice notes or real-time voice conversations.
Clustering 3x Jetson Nano Orin Supers for Distributed AI
r/LocalLLaMA top day7 days agoTutorialA developer has shared a practical guide on clustering three NVIDIA Jetson Nano Orin Super boards, leveraging their Ampere CUDA cores and unified memory. This project is part of 'smolcluster,' an initiative to make distributed AI training and inference accessible using everyday hardware like Macs, Raspberry Pis, and Jetsons. The series aims to explore whether heterogeneous clusters (mixing different hardware architectures) can effectively run local LLMs.
QNAP Showcases Ready & Recovery and Edge AI Enterprise IT Architecture at COMPUTEX 2026
INSIDE 硬塞 AI11 days agoHardwareQNAP appeared at COMPUTEX 2026 with “Ready & Recovery” and “Edge AI” as its two main themes. The showcase covered backup and recovery, anti-ransomware protection, high availability, on-prem generative AI, 100G networking, smart surveillance, and media workflows. The company also revealed multiple AI NAS products and enterprise switches, positioning its portfolio around data resilience, AI computing, and security.
Z-COM to Officially Launch NEW Platform at Computex 2026
INSIDE 硬塞 AI11 days agoHardwareZ-COM will officially introduce NEW Platform at Computex 2026. The edge-native infrastructure combines network control, AI operations, and energy management in a single architecture. Its stated goal is to support local AI computing and help enterprises reduce dependence on cloud providers and avoid cloud lock-in.
Business Owners, Do You Really Know How to Use AI?
INSIDE 硬塞 AI18 days agoOpinionThe article argues that many companies use AI mainly to improve efficiency, without creating meaningful revenue or strategic advantage. It proposes distributed AI, placing intelligence closer to where data is generated to reduce latency and support faster decisions. The key message is that firms should balance centralized and distributed architectures to strengthen competitiveness while preserving greater control over data and digital sovereignty.
烏克蘭無人機創辦人 Yaroslav Azhnyuk 談自主無人機技術棧與無人機經濟學：西方國家正處於昏睡狀態
Latent Space27 days agoCommentaryIn this episode of the Latent Space podcast, the hosts and guest host Noah Smith (author of the well-known economics and technology blog Noahpinion)…
IBM 推出 Granite 4.0 3B Vision：專為企業文件設計的輕量級多模態 AI 模型★ 75
Hugging Face Blog75 days agoReleaseIBM has officially launched its new lightweight multimodal model on Hugging Face — the Granite 4.0 3B Vision. With 3 billion (3B) parameters, this model is…
Import AI 448：AI 研發趨勢、ByteDance 的 CUDA 寫作 Agent、衛星邊緣 AI 與 AI 戰爭的未來★ 75
Import AI (Jack Clark)97 days agoCommentaryThis issue of Import AI 448, written by Jack Clark, takes a deep dive into the latest developments in AI R&D, automated hardware optimization, and the…
GGML 與 llama.cpp 正式加入 Hugging Face，攜手保障本地端 AI 的長期發展★ 95
Hugging Face Blog114 days agoBusinessA historic milestone has arrived in the open-source AI world: GGML and llama.cpp — the open-source projects founded by Georgi Gerganov that laid the…
探討全球算力格局的轉變：Hugging Face 剖析 AI 基礎設施的未來★ 75
Hugging Face Blog228 days agoOpinionAgainst the backdrop of explosive global growth in artificial intelligence, compute has become the core resource that determines technological competitiveness…
介紹 Palmyra-mini 系列：強大、輕量且具備推理能力的全新模型！★ 72
Hugging Face Blog275 days agoReleaseWriter, a leading provider of enterprise AI solutions, has officially announced the launch of its new "Palmyra-mini" model series on the Hugging Face platform…
大眾智能（Mass Intelligence）：從 GPT-5 到邊緣小模型，強大 AI 正在走向普及化★ 85
One Useful Thing (Mollick)289 days agoOpinionIn this article exploring "Mass Intelligence," University of Pennsylvania Wharton School professor Ethan Mollick reveals an imminent future: high-level…
Arm 與 Hugging Face 聯手推出「Neural Super Sampling」！加速行動端與邊緣設備的 AI 圖像超取樣★ 75
Hugging Face Blog306 days agoReleaseArm and Hugging Face have announced a collaboration to launch "Neural Super Sampling (NSS)" technology and related models, officially bringing AI-driven image…
Google DeepMind 推出 Gemini Robotics On-Device：為本地機器人設備帶來高效能、具備通用靈巧性與快速適應能力的 AI 模型★ 85
Google DeepMind Blog355 days agoReleaseGoogle DeepMind has released the "Gemini Robotics On-Device" model, a significant breakthrough that brings advanced Gemini AI capabilities directly to local…
歡迎來到 Falcon 3 開源模型家族！TII 推出全新輕量與 MoE 模型架構★ 80
Hugging Face Blog544 days agoReleaseThe Technology Innovation Institute (TII) of Abu Dhabi has officially launched the new Falcon 3 open-source model family on Hugging Face. This marks a major…
本地端執行 Llama 2 完整指南：支援 Mac、Linux、Windows 與手機★ 70
Replicate Blog1,058 days agoTutorialThis guide from Replicate provides detailed instructions on how to run Meta's open-source large language model Llama 2 locally on various operating systems…