Page 18 - Demo
P. 18


                                    www.eettaiwan.com | 2025%u5e745-6%u670816 INDUSTRY TRENDS%u8d85%u8d8aDeepSeek%uff1a%u904b%u7b97%u67b6%u69cb%u4e9f%u9700%u6301%u7e8c%u9032%u5316Elad Raz%uff0cNextSilicon%u57f7%u884c%u9577%u6709%u6548%u63d0%u5347%u4e86%u8a18%u61b6%u9ad4%u6548%u7387%uff0c%u537b%u4e5f%u56e0%u70ba%u7f3a%u4e4f%u786c%u9ad4%u539f%u751f%u652f%u63f4%uff0c%u5c0e%u81f4%u958b%u767c%u8005%u5728%u4f7f%u7528GPU%u6642%u5fc5%u9808%u984d%u5916%u9032%u884c%u5927%u91cf%u624b%u52d5%u7de8%u7a0b(hand-code)%uff0c%u589e%u52a0%u4e86%u958b%u767c%u8207%u90e8%u7f72%u7684%u8907%u96dc%u5ea6%u3002DeepSeek%u8207MLA%u7684%u91cd%u8981%u555f%u793a%u5728DeepSeek%u8207%u5176%u4ed6%u5927%u578b%u8a9e%u8a00%u6a21%u578b(LLM)%u6240%u63a1%u7528%u7684%u300cTransformer%u300d%u67b6%u69cb%u4e2d%uff0c%u95dc%u9375%u5411%u91cf(key vectors)%u8207%u6578%u7136%u800c%uff0c%u9019%u80cc%u5f8c%u4e5f%u4ed8%u51fa%u4e86%u4ee3%u50f9%u2014%u2014%u8a31%u591a%u4f7f%u7528%u8005%u5fc5%u9808%u6295%u5165%u5927%u91cf%u8cc7%u6e90%u5728%u7a0b%u5f0f%u958b%u767c%u4e0a%uff0c%u624d%u80fd%u9806%u5229%u904b%u884c%u3002%u5118%u7ba1DeepSeek R1%u6a21%u578b%u5f37%u800c%u6709%u529b%u5730%u8b49%u660e%u4e86%u5275%u65b0%u7684%u7121%u9650%u53ef%u80fd%uff0c%u4e5f%u540c%u6642%u5f15%u767c%u4e86%u4e00%u500b%u95dc%u9375%u554f%u984c%uff1a%u7576%u4e0b%u4e00%u6ce2%u6f14%u7b97%u6cd5%u5275%u65b0%u96e3%u4ee5%u5728%u50b3%u7d71GPU%u6216CPU%u67b6%u69cb%u4e0a%u904b%u884c%u6642%uff0c%u6211%u5011%u8a72%u600e%u9ebc%u8fa6%uff1f%u6f14%u7b97%u6cd5%u5275%u65b0%u52a0%u901f%u63a8%u9032%u5927%u578b%u57fa%u790e%u6a21%u578b%u5982GPT%u3001Gemini%u3001Llama%u3001Mistral%u3001Grok%u548cClaude%uff0c%u6b63%u4ee5%u9a5a%u4eba%u7684%u901f%u5ea6%u63a8%u9673%u51fa%u65b0%uff0c%u5e7e%u4e4e%u6bcf%u9031%u90fd%u6709%u65b0%u7684%u6280%u8853%u8207%u6027%u80fd%u6a19%u6e96%u554f%u4e16%u3002%u5982%u4eca%uff0cDeepSeek%u4e5f%u52a0%u5165%u9019%u6ce2%u6f14%u7b97%u6cd5%u8207%u6a21%u578b%u958b%u767c%u7684%u5275%u65b0%u6d6a%u6f6e%uff0c%u6191%u85c9%u9ad8%u6548%u7684%u8a13%u7df4%u65b9%u6cd5%uff0c%u5728%u63a8%u7406%u6548%u80fd%u4e0a%u53d6%u5f97%u91cd%u5927%u7a81%u7834%uff0c%u540c%u6642%u5927%u5e45%u964d%u4f4e%u904b%u7b97%u6210%u672c%u3002%u6bcf%u4e00%u6b21%u7684%u6280%u8853%u7a81%u7834%uff0c%u90fd%u63a8%u5347%u4e86%u53ef%u904b%u7b97%u7bc4%u570d%u7684%u6975%u9650%uff1b%u6bcf%u4e00%u500b%u65b0%u7684%u908a%u754c%uff0c%u90fd%u5e36%u4f86%u4e0d%u540c%u7684%u9700%u6c42%u8207%u6311%u6230%uff0c%u800c%u5fc5%u9808%u96a8%u4e4b%u9069%u61c9%u3002%u4f8b%u5982%uff0cDeepSeek%u63d0%u51fa%u7684%u300c%u591a%u982d%u6f5b%u5728%u6ce8%u610f%u529b%u300d(Multi-head Latent Attention%uff0cMLA)%u6280%u8853%uff0c%u96d6%u7136%u96a8%u8457DeepSeek%u8fd1%u671f%u63a8%u51fa%u4e86R1%u63a8%u7406(reasoning)%u6a21%u578b%uff0c%u8fc5%u901f%u5f15%u767c%u696d%u754c%u9ad8%u5ea6%u95dc%u6ce8%u3002%u9019%u6b3e%u6a21%u578b%u4ee5%u9a5a%u4eba%u7684%u6548%u7387%u958b%u767c%u5b8c%u6210%uff0c%u80fd%u4ee5%u5927%u5e45%u964d%u4f4e%u7684%u904b%u7b97%u8cc7%u6e90%uff0c%u9054%u5230%u8207OpenAI%u7b49%u4e3b%u6d41%u696d%u8005%u76f8%u5ab2%u7f8e%u7684%u6548%u80fd%u8868%u73fe%u3002%u696d%u754c%u8da8%u52e2%u5927%u578b%u57fa%u790e%u6a21%u578b%u5982GPT%u3001Gemini%u7b49%u751f%u6210%u5f0fAI%u8fc5%u901f%u63a8%u9673%u51fa%u65b0%uff0c%u5c0d%u65bc%u5404%u7a2e%u904b%u7b97%u5e73%u53f0%u5e36%u4f86%u6df1%u9060%u5f71%u97ff%u3002%u0009 %u0009 %u0009%u0009 %u0009 %u0009 %u0009 %u0009 %u0009 %u0009 (%u4f86%u6e90%uff1aYole Group)%u503c%u5411%u91cf(value vectors)%u626e%u6f14%u8457%u6838%u5fc3%u89d2%u8272%uff0c%u4f7f%u6a21%u578b%u80fd%u805a%u7126%u65bc%u8f38%u5165%u63d0%u793a%u4e2d%u6700%u76f8%u95dc%u7684%u8cc7%u6599%u3002%u6211%u5011%u53ef%u4ee5%u5c07Key%u60f3%u50cf%u6210%u4e00%u672c%u66f8%u7684%u300c%u7ae0%u7bc0%u6a19%u984c%u300d(chapter titles)%uff0c%u800cValue%u5247%u662f%u5c0d%u61c9%u7684%u300c%u8a73%u7d30%u6458%u8981%u300d(detailed summaries)%u3002%u7576%u4f7f%u7528%u8005%u8f38%u5165%u63d0%u793a%u6642%uff0c%u6a21%u578b%u5c31%u50cf%u641c%u5c0b%u7ae0%u7bc0%u6a19%u984c%u822c%u627e%u51fa%u6700%u76f8%u95dc%u7684%u7b54%u6848%u3002%u4f8b%u5982%u63d0%u554f%uff1a%u300c%u54ea%u500b%u89d2%u8272%u5c0d%u60c5%u7bc0%u5f71%u97ff%u6700%u5927%uff1f%u300dMLA%u7684%u5275%u65b0%u4e4b%u8655%u5728%u65bc%u80fd%u5920%u58d3%u7e2e%u9019%u4e9b%u300c%u7ae0%u7bc0%u6a19%u984c%u300d%u8207%u300c%u6458%u8981%u300d%uff0c%u4f7f%u5c0b%u627e%u7b54%u6848%u7684%u904e%u7a0b%u66f4%u5feb%u3001%u66f4%u6709%u6548%u7387%uff0c%u7121%u9700%u5132%u5b58%u6574%u672c%u66f8%u7684%u5167%u5bb9%u3002%u6839%u64da%u5be6%u9a57%u986f%u793a%uff0cDeepSeek%u7684MLA%u80fd%u5c07%u8a18%u61b6%u9ad4%u4f7f%u7528%u91cf%u964d%u4f4e%u81f3%u50b3%u7d71%u65b9%u6cd5%u76845~13%%u3002%u7136%u800c%uff0c%u5118%u7ba1MLA%u5927%u5e45%u63d0%u5347%u4e86%u8a18%u61b6
                                
   12   13   14   15   16   17   18   19   20   21   22