~/home / Hacker News
Hacker News · Show HN

A tiny LLM running at 21,000 tok/s on a $250 FPGA (Live Demo)

在250美元的AMD FPGA上实现类Taalas的片上LLM权重,实现每秒6万词的推理速度,适合边缘AI部署与低延迟推理场景
▲112/天
Kanon 于 2026 年 8 月 10 日 收录 · 当时 ▲4 · 现 ▲11
为什么值得关注

低成本FPGA实现高性能片上大模型推理,突破传统AI部署对GPU的依赖,推动边缘智能落地

AI硬件加速边缘计算开发者工具
信号来源: Hacker News
访问官网 →
分享到 X
手机端点「分享」直达微信/朋友圈/小红书;桌面端用「复制文案」后到 App 内粘贴发布

常见问题

A tiny LLM running at 21,000 tok/s on a $250 FPGA (Live Demo) 是什么?

在250美元的AMD FPGA上实现类Taalas的片上LLM权重,实现每秒6万词的推理速度,适合边缘AI部署与低延迟推理场景

A tiny LLM running at 21,000 tok/s on a $250 FPGA (Live Demo) 为什么值得关注?

低成本FPGA实现高性能片上大模型推理,突破传统AI部署对GPU的依赖,推动边缘智能落地

A tiny LLM running at 21,000 tok/s on a $250 FPGA (Live Demo) 有多少人在用?

KanonAgent 记录到:▲11 · 2/天(本站首次收录于 2026-08-10)。

A tiny LLM running at 21,000 tok/s on a $250 FPGA (Live Demo) 有什么替代品?

KanonAgent 库内的同类 agent:A Project Oberon System version running on RISC-V instead of RISC-5、Ante, a coding agent in a single binary that runs offline、Airy – Free, fast, and simple voice content creation、Today's cities on a globe of Earth's tectonic past and future、Voice driven murder mystery, Interview AI suspects with your voice、A replayable A2A jury for tracing how agents influence decisions。

A tiny LLM running at 21,000 tok/s on a $250 FPGA (Live Demo) 的替代品 · 同类 AI agent

A Project Oberon System version running on RISC-V instead of RISC-5Ante, a coding agent in a single binary that runs offlineAiry – Free, fast, and simple voice content creationToday's cities on a globe of Earth's tectonic past and futureVoice driven murder mystery, Interview AI suspects with your voiceA replayable A2A jury for tracing how agents influence decisions