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别名:M1、M2

苹果公司推出的基于ARM架构的芯片,支持统一内存架构,提升数据传输效率。

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1-Bit Bonsai Image 4B Image Generation for Local Devices

1-Bit Bonsai Image 4B: Image Generation for Local Devices

Hacker News Best1412 字 (约 6 分钟)
92

Bonsai Image 4B is the first 4B-parameter image model to run natively on iPhone, using 1-bit and ternary quantization to reduce memory by 6-8x and generate 512x512 images in 9.4s on mobile.

入选理由:1-bit Bonsai Image 4B 将扩散 Transformer 内存从 7.75GB 压缩至 0.93GB,压缩比达 8.3x,适合内存受限设备。

FeaturedArticle#Image Generation#Model Compression#Local Deployment#Quantization#Apple Silicon英文
机器人运控训练步入分钟级时代!清华AIR开源UniLab:3分钟训好人形,速度暴涨10倍,Mac上也能跑

Tsinghua University's AIR DISCOVER Lab open-sources UniLab, achieving 3-10x end-to-end training speedup through heterogeneous architecture, supporting local training on Mac and enabling humanoid robot training in minutes, marking the arrival of the minute-level era for embodied intelligence.

入选理由:UniLab采用CPU仿真+GPU训练的异构架构,实现3-10倍端到端训练加速。

FeaturedArticle#Robotics#Reinforcement Learning#Embodied Intelligence#Open Source#Heterogeneous Computing中文
DeepSeek V4 Flash 可以在 128GB 的 M3 Max 运行,还是 1M 上下文

DeepSeek V4 Flash 可以在 128GB 的 M3 Max 运行,还是 1M 上下文

掘金本周最热3702 字 (约 15 分钟)
85

DeepSeek V4 Flash 模型通过不对称优化和硬件特性绑定,在 128GB 内存的 M3 Max MacBook Pro 上实现了 1M 上下文的稳定运行。

入选理由:DeepSeek V4 Flash 使用不对称 2-bit 量化,仅对 MoE 专家部分进行量化,保持关键路径全精度。

FeaturedArticle#DeepSeek#MoE#量化#Apple Silicon#CUDA中文
@huggingface and is Apple Silicon the King of Local AI?

@huggingface and is Apple Silicon the King of Local AI?

Julien Chaumond(@julien_c)48 字 (约 1 分钟)
55

Hugging Face and Apple Silicon each have their strengths in the local AI space, with the former offering an open-source model ecosystem and the latter excelling in hardware performance.

入选理由:Hugging Face提供了超过35万的开源AI模型,是全球最大的开源模型托管平台。

FeaturedTweet#Hugging Face#Apple Silicon#Local AI#Open Source#Hardware Acceleration中英混合

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