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转:关于 DeepSeek 的研究和思考 (Archerman Capital)
关于这几天很火的 DeepSeek, 我们 (Archerman Capital) 做了一些研究和思考, 和大家分享, enjoy! 灰色部分是技术细节, 不感兴趣的可略过。
几个事实
1) DeepSeek 不是套壳不是蒸馏美国的大模型。 虽然中国有些大模型是套壳和蒸馏的, 但 DeepSeek 不是。
2) 核心架构还是基于 Transformer, deepseek 在架构、工程设计上进行了创新和工艺提升, 实现效率优化。架构上, 采用了混合专家模型 (MoE)、多头潜注意力 (MLA)、多令牌预测 (MTP)、长链式推理 (CoT)、DualPipe 算法等设计, 并进行了依赖强化学习 (RL)... See more

Google, IBM and Harvard University are sponsoring Free courses for Python
𝟭. 𝗖𝗦𝟱𝟬𝗣 𝗳𝗿𝗼𝗺 𝗛𝗮𝗿𝘃𝗮𝗿𝗱 𝗨𝗻𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆
https://t.co/lI20d9WbsW
𝟮. 𝗣𝘆𝘁𝗵𝗼𝗻 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗯𝘆 𝗜𝗕𝗠
https://t.co/HmlPnctss1
𝟯. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗣𝘆𝘁𝗵𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗯𝘆 𝗨𝗱𝗮𝗰𝗶𝘁𝘆 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘
https://t.co/4278dCRuAN
𝟰. 𝗟𝗲𝗮𝗿𝗻 𝗣𝘆𝘁𝗵𝗼𝗻 𝗯𝗮𝘀𝗶𝗰𝘀
https://t.co/o5sqOGIN15
𝟱. 𝗟𝗲𝗮𝗿𝗻 𝗣𝘆𝘁𝗵𝗼𝗻 - 𝗙𝘂𝗹𝗹 𝗖𝗼𝘂𝗿𝘀𝗲 𝗳𝗼𝗿 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿𝘀 𝗯𝘆 𝗙𝗿𝗲𝗲𝗖𝗼𝗱𝗲𝗖𝗮𝗺𝗽
https://t.co/JYXyKkBOw1
6. Machine Learning with Python
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7. Python for Beginners (2023)
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8. Learn Python for Total Beginners
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9. Python for Data Science, AI & Development
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10. Python for Everybody Specialization
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11. Crash Course on Python
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12. Google IT Automation with Python Professional Certificate
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13. Python 3 Programming Specialization
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14. Get Started with Python by Google
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15. Programming in Python by Meta
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16. Data Analysis with Python by IBM
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Become a Python Backend Developer in 4 Months! 💼🔥
🚀 𝗬𝗼𝘂𝗿 𝟰-𝗠𝗼𝗻𝘁𝗵𝘀 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗣𝗹𝗮𝗻 🚀
1️⃣ 𝗠𝗼𝗻𝘁𝗵 𝟭: 𝗚𝗲𝘁 𝘆𝗼𝘂𝗿 𝗯𝗮𝘀𝗶𝗰𝘀 𝗿𝗶𝗴𝗵𝘁
1. Learn Python:https://t.co/Z8TDfyRV8S
2. Python Projects: https://t.co/pw0cz1MGzX
3. DSA with Python: https://t.co/nG52NVKXfv
2️⃣ 𝗠𝗼𝗻𝘁𝗵 𝟮: 𝗗𝗶𝘃𝗲 𝗶𝗻𝘁𝗼 𝗙𝗹𝗮𝘀𝗸 𝗮𝗻𝗱 𝗔𝗣𝗜
Learn Flask: https://t.co/J2Z8aQEuYa
Flask Projects: https://t.co/C6isapYd4U
Learn REST API with Flask: https://t.co/9Oog6HXBFU
3️⃣ 𝗠𝗼𝗻𝘁𝗵 𝟯: 𝗠𝗮𝘀𝘁𝗲𝗿 𝗮𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗰𝗼𝗻𝗰𝗲𝗽𝘁𝘀 𝗮𝗻𝗱 𝗱𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀
1. Learn Multithreading, Multiprocessing, Asyncio: https://t.co/AunQ4OnzJf
2. Gunicorn & Nginx with Flask: https://t.co/zF2lmOudfR
3. TDD with Python & Flask: https://t.co/frw4zRusnR
4. Basic RDBMS: https://t.co/ZW6cxPelhE
5. Learn SQL: https://t.co/HhRIlpjuh1 & https://t.co/Dw2NsYPzdP
6. PostgreSQL with Python: https://t.co/9kNBk3hnwI
7. Flask App with PostgreSQL: https://t.co/L3FLBwvatO
4️⃣ 𝗠𝗼𝗻𝘁𝗵 𝟰: 𝗣𝗼𝗹𝗶𝘀𝗵 𝘆𝗼𝘂𝗿 𝘀𝗸𝗶𝗹𝗹𝘀 𝗮𝗻𝗱 𝗽𝗿𝗲𝗽𝗮𝗿𝗲 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗷𝗼𝗯 𝗺𝗮𝗿𝗸𝗲𝘁
1. Basics of Bash: https://t.co/xLUpDh9isZ
2. Basics of Docker: https://t.co/nAz86BWn13
3. Deploy Flask App with Docker: https://t.co/fYrFI2XbSG
4. GIT & GitHub: https://t.co/egDZe2ELnb
5. Python Portfolio on Github: https://t.co/Q6J2viqvPa
6. Python Resume Ideas: https://t.co/rr2TvTUS0f... See more
开源协议五大派系生存指南(人间真实版)
1. MIT协议 —— 佛系房东
"代码拿去随便改,卖钱不用分我,出事别找我
比如你租了间毛坯房:
✅ 可以装修成会所赚钱
✅ 可以拆了当仓库
❗ 但得在门口挂个'王大爷曾住此'的牌子
2. Apache 2.0 —— 带律师的圣诞老人
"代码白送你,还送你专利保护伞
但你要是敢告我侵权…伞就收走!"
就像收到礼物还附赠法律顾问:"这玩具随便玩,但要是你用它做坏事被雷劈,与我无关"
3. GPL协议 —— 传销式厨神
"我的秘方你可以随便用,但做出来的菜必须公开食谱!"
代码界的共产主义:
🍳 用我的锅 → 你的菜要分给大家吃
🔥 更狠的AGPL:闻到菜香就算用了锅!(云服务也逃不掉)
4. BSD协议 —— 傲娇邻居
"除草机借你... See more

分享一个很强大的开源 PDF 在线工具,拆分 PDF,压缩 PDF,PDF 转换等等,大家可以部署一个自己的 PDF 工具站去赚广告费,香得很
https://t.co/hRHkPJche4... See more