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  "text": "大家好,我是果叔。好久不見,今天給大家分享一下我這邊一個小的發現。\n其實大家知道這個Mac的一個芯片,就那個Mac,Apple Silicon這個芯片,它其實是有一個ANE芯片的。\n尤其是像這個M3和M4的這兩代最新的芯片,它其實都是大幅的強調它在神經網絡運算能力上的一個優勢。\n但是我發現實際上我用了很久這個Mac,但是並沒有很好地真正地用到這個ANE芯片。\n主要是很多的軟件和模型,它其實默認它是不適配這個,不會去調用Mac的這個ANE芯片的。\n那所以我們在跑本地的一些模型,比如說我經常會用到的這個Whisper模型,就是我們這個Bilibili Subtitle Extractor這個Skill裡面。\n它會有這個音頻轉文字的這樣的一個功能在。\n那用到這個模型,但是它並沒有去使用到ANE芯片。\n尤其是這個模型它原生本身是,默認是選擇Cuda的。\n當然Mac是沒有Cuda的,所以說它就會走CPU。\n那走CPU帶來一個問題就特別明顯,就是它又慢,然後又會讓你的電腦聚熱。\n然後會影響,就是它在做的這個過程中,會影響到你CPU去負擔一些其他的任務。\n比如說你如果同時在編程,在做一些編譯,那這個就很要命。\n那但是呢,這個我就想到了看一下能不能用這個最新版本的GPT-4o來去嘗試優化這個東西。\n看能不能去單獨去寫一套這個能夠跑ANE芯片的這樣的一個編碼器。\n然後參加一個加速的這樣的一個工作。\n那事實上呢,其實是完全是沒有問題的。\n而且這個GPT6給到的一個結果,就是說M3也是可以直接去做這個優化的。\n因為我這邊的這台電腦是M3嘛。\n那就是說,其實不管是M3還是M2,還包括M1。\n蘋果從M系列芯片,它都是帶有這個ANE芯片加速的。\n只是一個能力強弱的問題。\n現在M5和M6如果用的話,它會有更加明顯的一個效果。\n那所以我讓它去這樣跑去做的話呢,其實是用一個很簡單的提示詞。\n就是告訴它你去做,然後拆解,然後用Agent裡去幹活。\n最後如果Agent交付的不滿意的話呢,可以用升級模型去做。\n然後讓它去給我完成交付。\n它大概是用時一個小時21分鐘。\n其實是並沒有我想像中的那麼久。\n我本來想的是可能會跑一個晚上,沒想到一個小時就搞定了。\n而且我使用的是輕度推理的一個程度就夠了。\n因為GPT6我還是相信它的一個能力的。\n那最後它給我交付到的一個結果呢,是確實讓我有非常大的驚喜的。\n因為我看到這個最終的一個實驗結果啊。\n就是說是讓我非常驚豔的。\n就是說我們可以看我這邊拿了一個測試視頻,就是一個B站的。\n那它大概是5分02秒的一個長度。\n那它給我交付之後的一個版本呢,是做了這樣一個測試。\n是只用了40秒的時間就完成了整個的一個轉換的工作。\n但是原版的時候直接跑CPU呢,它是用了221秒。\n那這個差距可以說是有5倍的一個提升啊。\n就是說非常讓我驚訝。\n最重要最重要的其實是這個CPU占用。\n因為我們知道我如果同時在跑這樣的一個任務的時候,\n我電腦CPU基本上就是幹費的。\n就是你在並行去做任何其他任務的時候,\n你電腦會很熱,而且非常卡。\n然後會降頻。\n這個是挺要命的。\n尤其對於MacBook Air這種散熱能力比較弱的電腦來說是這樣的。\n那但是用了這個ANE加速以後呢,\n可以看到它的CPU占用基本上就只有30出頭。\n那這樣的話,你其實基本上是沒有什麼體感上的一個損耗。\n就是說你同時去再做一些編程啊。\n編譯的工作都不會受到任何的影響。\n你的CPU的剩餘的一個時間和占用數完全可以拿來去跑其他的這種任務。\n那同時呢,因為有了這個巨大的一個提升。\n那我用這台電腦去跑一些更長的視頻。\n比如說一個小時的視頻,兩個小時的視頻的這種文本轉譯的工作,\n其實就完全可以去更好的實現了。\n那這基本上就讓我去。\n像以前這種用CPU的速度去跑一兩小時的視頻。\n幾乎就是一個巨討厭的事情。\n你可能電腦放那裡燒一晚上才能跑出來。\n那這個就是我拿到的一個結果吧。\n那同時這個skill呢,我其實本來就是開運給大家的。\n啊,我的Github上面是有的。\n那現在我也是把它更新到了最新的。\n啊,帶有ANE加速的版本。\n如果是有用Mac電腦的同學呢,是可以直接去。\n啊,Github上面更新到最新的版本。\n那這個是我給大家分享的一個小的東西吧。\n所以還是比較讓我滿意的。\n那這個就是我今天給大家的分享吧。\n如果說沒有關注我的可以去關注我。\n然後我的自動回復會把我的一些skill啊,網站都發給你。\n你可以在我的Github上面去找這個skill。\n啊,網站上的話我應該還沒有更新這個資源。\n你們可以先優先在Github上面去下載。\n那好了,那,感谢大家的支持。\n我們下次見了,拜拜。",
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      "text": "大家好,我是果叔。好久不見,今天給大家分享一下我這邊一個小的發現。",
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      "text": "其實大家知道這個Mac的一個芯片,就那個Mac,Apple Silicon這個芯片,它其實是有一個ANE芯片的。",
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      "text": "看能不能去單獨去寫一套這個能夠跑ANE芯片的這樣的一個編碼器。",
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      "text": "然後參加一個加速的這樣的一個工作。",
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      "text": "那事實上呢,其實是完全是沒有問題的。",
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      "text": "而且這個GPT6給到的一個結果,就是說M3也是可以直接去做這個優化的。",
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      "text": "因為我這邊的這台電腦是M3嘛。",
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      "text": "那就是說,其實不管是M3還是M2,還包括M1。",
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      "text": "蘋果從M系列芯片,它都是帶有這個ANE芯片加速的。",
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      "text_original": "蘋果從M系列芯片,它都是帶有這個A1E芯片加速的。",
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      "text": "只是一個能力強弱的問題。",
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      "text": "現在M5和M6如果用的話,它會有更加明顯的一個效果。",
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      "text": "那所以我讓它去這樣跑去做的話呢,其實是用一個很簡單的提示詞。",
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      "text": "就是告訴它你去做,然後拆解,然後用Agent裡去幹活。",
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      "text": "最後如果Agent交付的不滿意的話呢,可以用升級模型去做。",
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    {
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      "text": "然後讓它去給我完成交付。",
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      "text": "它大概是用時一個小時21分鐘。",
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      "text": "其實是並沒有我想像中的那麼久。",
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      "text": "我本來想的是可能會跑一個晚上,沒想到一個小時就搞定了。",
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      "text": "而且我使用的是輕度推理的一個程度就夠了。",
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      "text": "因為GPT6我還是相信它的一個能力的。",
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      "text": "那最後它給我交付到的一個結果呢,是確實讓我有非常大的驚喜的。",
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      "text": "因為我看到這個最終的一個實驗結果啊。",
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      "text": "就是說是讓我非常驚豔的。",
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      "text": "就是說我們可以看我這邊拿了一個測試視頻,就是一個B站的。",
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      "text": "那它大概是5分02秒的一個長度。",
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      "text": "那它給我交付之後的一個版本呢,是做了這樣一個測試。",
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    {
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      "text": "是只用了40秒的時間就完成了整個的一個轉換的工作。",
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    {
      "id": 39,
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      "text": "但是原版的時候直接跑CPU呢,它是用了221秒。",
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      "text": "那這個差距可以說是有5倍的一個提升啊。",
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      "text": "就是說非常讓我驚訝。",
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      "text": "最重要最重要的其實是這個CPU占用。",
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      "text": "因為我們知道我如果同時在跑這樣的一個任務的時候,",
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      "text": "我電腦CPU基本上就是幹費的。",
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      "text": "就是你在並行去做任何其他任務的時候,",
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      "text": "你電腦會很熱,而且非常卡。",
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      "text": "然後會降頻。",
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      "text": "這個是挺要命的。",
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      "text": "尤其對於MacBook Air這種散熱能力比較弱的電腦來說是這樣的。",
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      "text": "那但是用了這個ANE加速以後呢,",
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      "text": "可以看到它的CPU占用基本上就只有30出頭。",
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      "text": "那這樣的話,你其實基本上是沒有什麼體感上的一個損耗。",
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      "text": "就是說你同時去再做一些編程啊。",
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      "text": "編譯的工作都不會受到任何的影響。",
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      "text": "你的CPU的剩餘的一個時間和占用數完全可以拿來去跑其他的這種任務。",
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      "text_original": "你的CPU的控出來的一個時間和占用數完全可以拿來去跑其他的這種任務。",
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      "text": "那同時呢,因為有了這個巨大的一個提升。",
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      "text": "那我用這台電腦去跑一些更長的視頻。",
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      "text": "比如說一個小時的視頻,兩個小時的視頻的這種文本轉譯的工作,",
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      "text": "其實就完全可以去更好的實現了。",
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      "text": "那這基本上就讓我去。",
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      "text": "像以前這種用CPU的速度去跑一兩小時的視頻。",
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      "source": "whisper",
      "text_original": "像以前這種用CPU的速度去跑中一兩小時的視頻。",
      "correction_applied": true,
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      "text": "幾乎就是一個巨討厭的事情。",
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      "text": "你可能電腦放那裡燒一晚上才能跑出來。",
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      "text": "那這個就是我拿到的一個結果吧。",
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      "text": "那同時這個skill呢,我其實本來就是開運給大家的。",
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      "text": "啊,我的Github上面是有的。",
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      "text": "那現在我也是把它更新到了最新的。",
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      "text": "啊,帶有ANE加速的版本。",
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      "text": "如果是有用Mac電腦的同學呢,是可以直接去。",
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      "text": "啊,Github上面更新到最新的版本。",
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    {
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      "text": "那這個是我給大家分享的一個小的東西吧。",
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      "id": 72,
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      "text": "所以還是比較讓我滿意的。",
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      "text": "那這個就是我今天給大家的分享吧。",
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    {
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      "text": "如果說沒有關注我的可以去關注我。",
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      "text": "然後我的自動回復會把我的一些skill啊,網站都發給你。",
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      "text": "你可以在我的Github上面去找這個skill。",
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      "text": "啊,網站上的話我應該還沒有更新這個資源。",
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      "text": "你們可以先優先在Github上面去下載。",
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      "text": "那好了,那,感谢大家的支持。",
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      "text": "我們下次見了,拜拜。",
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