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Source channel @githubtrending · Post #15110 · Sep 1

#other Cognitive load is the mental effort needed to understand and work with code. Since our brain can only hold about four pieces of information at once, complex code with many conditions, deep inheritance, or too many small modules increases this load, making it harder to understand and maintain. To reduce cognitive load, use clear, meaningful variable names, prefer composition over inheritance, avoid too many tiny modules, and keep interfaces simple. Also, avoid excessive abstractions, tight coupling with frameworks, and overly complex architectures. Lower cognitive load helps you and your team understand code faster, reduce bugs, and be more productive. https://github.com/zakirullin/cognitive-load

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@kejiqu · Post #3318 · 05/01/2025, 08:14 AM

微软发布 Phi-4 系列小语言 AI 推理模型,AIME 2025 跑分超满血版 Deepseek R1 微软发布了Phi-4-reasoning系列推理模型,该系列包括Phi-4-reasoning、Phi-4-reasoning-plus和Phi-4-mini-reasoning三款模型。Phi-4-reasoning模型拥有140亿参数,通过监督微调Phi-4并结合OpenAI o3-mini的高质量推理演示数据训练而成,专为复杂推理任务设计。Phi-4-reasoning-plus版本通过强化学习提升性能。Phi-4-mini-reasoning是一款基于Transformer的紧凑型语言模型,专为计算资源有限的环境设计。该系列模型在数学推理和代理型应用中表现出色,在多项数学基准测试中,性能超越OpenThinker-7B等模型,部分测试接近OpenAI o1-mini水平。IT之家 | Microsoft 🏷#Phi#reasoning#模型#推理 📢频道👥群组📝投稿

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@iGengdu · Post #440 · 08/03/2024, 12:17 PM

#AI#Github Models #微软#免费体验#Llama 3.1 #Mistral Large 2 #Phi-3 #GPT-4o #GPT-4o mini 分享我的一篇博文:微软Github发布Github Models,为用户免费提供AI大模型体验场所 更多AI资源,请访问智汇AI网(SumeAI):https://www.sumeai.com 📢频道✈️ 群聊 (耕读) 📬投稿