{
  "text": "小快場 優優優化版來了,這是我們優化版的第二版。\n我們這幫抽稿技術的,心裏邊老缺一根弦。\n總覺得自己把源碼都發布了,這下穩了,總不會有人部署不上了吧。\n但是,我們也沒想到,上一個視頻推廣的面那麼的廣,和之前的視頻不太一樣。\n來了好多好多的新人朋友們,不知道要怎麼自己去編譯引擎,甚至連怎麼用AI都不知道。\n這個,也不知道,模型部署之後,必須要調整一下參數來做本機適配。\n我看後台私信,各種情況都有,報险存的,速度慢的,還有部署失敗來罵我的。\n罵我沒事,別侮辱咱們的技術。\n我們這套方案裡面用的各種各樣的技術,如果寫到論文裡面,光引用,兩張紙都寫不完。\n都是各個大佬的心血結晶的經驗的作品。\n我們等會給大家來展示一下,我們一共做過哪些調優的項目,非常的多,但能看到大家眼花撩亂的地步。\n只有這麼多的調優,才能保證我們的速度達到那麼的極致。\n先說一下,我們這個版本比我們兩天前的版本要進化了哪些,等等黨的勝利。\n首先是我們的速度又有了一定的提升。\n我們的急速檔的速度,達到了我們一開始預期的單流300加的一個目標。\n有關這個地方我們可以進行結案了。\n它終於達成了我們一開始所定的單流300的目標,作為一個稠密模型,跑出了MOE的速度。\n我這裡寫的甚至有點保守了,因為在我們一些比較特定的情況下,它能跑到350多,Token每秒。\n我們找了一些志願者來幫我們測我們的引擎,我們的5090D的大哥能跑到500多。\n我看評論區也有一些大佬來自己做了一個適配。\n適配完了之後,它的5080能跑到400,摸到400的線了,還是非常非常厲害的。\n但是我給大家說一下,我們日常的工作,因為工作都是有綜合性的,裡面有文字有代碼或者其他的一些什麼東西。\n它的速度可能達不到這麼一個特定情況下的峰值。\n正常的話就200幾十左右,在我4080的顯卡上。\n而且散文是它的一個弱勢,散文的話只有100幾十的Token每秒。\n我們其實還有很多的加速方案沒有用上。\n我看社區裡面有很多人已經跑出了非常非常誇張的速度了,比我們速度還要快。\n我們也有很多很多的加速方案沒有去用上。\n是因為我們自己主動的選擇了放棄。\n比如說有一些方法,比如說早退,就模型那麼多的層級,我們不把它算完。\n我們算到60%,我們算到80%,我們就直接結束計算。\n這是一種方式,可以提高很高的速度。\n再比方說是融層,把不同層給它融起來。\n再比如說,我就給大家舉一個例子吧。\n我們的投機解碼的方案,投機頭一般會產出好幾個Token,給模型去認。\n模型如果不認可第一個Token的話,它會把後面所有的Token全部都否決掉。\n這就像老師給小明批卷子,看到小明卷子的第一個題做錯了。\n於是就把它整張卷子全都撕了,是一個道理的。\n但其實小明只是第一題錯了,他後面可能甚至全對。\n所以,我們清華大學有一個團隊自己做的一個技術。\n就是如果第一個Token,它在空間位置上和我們的模型承認的Token相差不大的話,\n那麼後面的幾個Token會被它進行一定程度的採用。\n不會導致後面的題明明做對了,但是被它撕了的情況。\n我們其實還測了一個超級超級急速的急速方案。\n那個數據測出來真的是駭人聽聞的一個速度。\n但是質量比較的差。\n基本上都跟那些MOE似的。\n所以在這些加速的技術當中,我們做出了一定的取捨。\n剛才給大家描述的這三種技術都被我們給否了。\n不然的話,它的速度會非常非常的嚇人。\n我們不希望模型是傻快。\n我們希望模型是聰明的快。\n有質量的快。\n所以大家注意一下,我們基本的最終的定檔的速度,\n就定在這麼一個檔位上。\n可以更快,但是沒有必要。\n那會付出一定的質量的代價。\n那麼還有一項進步呢,是我們prefill的速度。\nprefail的速度,今天我們對引擎的內核做了一個小手術。\n把它的速度提高了大約30%左右。\n這個急速檔它的prefill到了2800。\n均衡檔的話到了2600。\n但大家需要注意一點,給大家強調一下。\n這是在我這台4080的顯卡上跑出來的速度。\n如果你是別的顯卡,\n比方說我們跟我們測引擎的志願者大哥,\n它能跑到500多。\n如果你的顯卡比我差呢?\n那你肯定會比我的數據要稍微的低那麼一些。\n如果你拿一個4060或者3060的顯卡來講的話,\n你的速度可能只有一百幾。\n因為你的帶寬只有我的三分之一左右。\n這是顯卡導致你的性能的限制,\n不是我們這套方案的問題。\n所以在後台不要再私信罵我,說跑不到這個速度了。\n你那個老3060,\n在我們之前哪敢碰瓷R7B?\n大家說是吧?\n根據自己的顯卡的情況來。\n給大家說一下我們的下載內容。\n下載的鏈接已經放在我們的簡介裡邊了。\n我們一共有四個包,\n分別是急速檔、均衡檔,\n還有超低顯存檔,\n以及我們額外添加了一個最近很火的\n一個swift,一個微調檔。\n這個作者說能夠減少很大的思考量。\n於是我們把它也加入了我們Nifer的適配當中。\n大家按需可以自己下載一下。\n把它裝到Nifer當中看一看效果怎麼樣。\n我們沒有經過特別多的測試。\n只能說它確實在有些地方能夠減少思考。\n還是我們之前說的那個問題。\n思考量不是越少越好的。\n我們自己測的話,\n會有一點點的質量損失。\n大家自己測一測看看自己能不能接受。\n或者說是效果怎麼樣,\n也可能是我們自己測的有問題。\n接下來是我們今天要講的重點。\n講一講我們是怎麼來進行部署的。\n在這個過程當中,我們作為人類應該做什麼。\n交給AI之後,AI它會做什麼。\n我們大家了解一下AI的步驟,\n做到心裡邊有數。\n首先我們人類要做的事情非常的簡單。\n把包給下下來。\n然後把包的鏈接發給AI。\n這裡需要注意,\n我們這個地址必須要保證全英文的地址。\n不然的話它會報錯。\n把你的文章地址粘貼給你的AI。\n後面的工作,\n它會問你幾個問題。\n你把這幾個問題給它回答一下。\n選擇一下自己想要安裝的一個情況。\n這樣子的話,\n後面你就掛機就行了。\n基本上就不用管了。\n那麼我們來說一下,\nAI拿到這些文件之後,\n它會做什麼呢?\n首先,AI拿到之後,\n我們會強制它給你做一次電腦的一個體檢。\n檢查一下你的GPU,\n檢查一下你的環境的版本,\n檢查一下你的帶寬,\n檢查一下你的核心數,\n乱七八糟的。\n做完全套的體檢之後,\n它會根據你的體檢結果,\n在我們的整顆包裡邊,\n選擇相應的配件和模型製品出來,\n來進行整個引擎的搭建。\n第三步,\n它就會把你的引擎給它編譯出來,\n或者搭建出來,\n或者是修改出來,\n或者是簡單的調試出來。\n總之,\n它會把它給拉起來,\n先跑一次。\n跑完一次之後,\n接下來就是我們的重中之重,\n也是很多小白卡住的地方。\n顯卡性能明明還不錯,\n但是速度就是達不到它的預期,\n是因為你們沒有做好我們的參數調優。\n這個參數調優非常多項,\n如果你只是調了一項或兩項就跑了,\n那肯定是達不到我們的\n這麼一個極限的一個性能的。\n給大家看一看,\n簡單看一看,\n我們的參數條優都包含什麼東西?\n首先,\n這些項目就都是我們的參數調優的內容。\n大家往下翻看看,\n基本上都是我們一條一條,\n給大家調出來的。\n每一條基本上對應著一個大佬的一個,\n自己的先進技術,\n或者我們自研的一個技術。\n還沒到底,\n還往後內核也需要改。\n基本上就這些調優的項目,\n每一條都是大家需要進行調優的。\n有人說這也太麻煩了,\n大家別擔心。\n我們給大家準備了幾個默認參數的版本。\n在這個版本裡面,\n我們已經給大家調好一部分的參數了。\n大家只需要調整剛才那個表格當中的一部分的參數就行。\n這些參數呢,\n是因為不同的電腦,\n不同的顯卡,\n不同的環境,\n它必須要有靈活的調整,\n才能壓榨出最深的極限的性能來。\n所以如果你追求只是要用,\n那麼到這一步就可以停了。\n但如果你想達到咱剛才講過的那些參數,\n那些標準,\n那麼你必須把這些調優項目挨個走一遍。\n這也是之前很多人卡住或者性能不達標的地方。\n但是幸好現在是有AI的。\n這些活不用你來幹,\nAI自己會找到自己需要調優的位置在那。\n它都會幫大家一一調好。\n這個條優的過程大約在半個小時左右的時間。\n根據你的顯卡可能不太一樣。\n如果你的顯卡不要到老舊了,\n那這個條優的時間可能會更久一點。\n引擎要做一個比較完整的適配。\n如果你的AI卡住了怎麼辦?\n如果你的環境太刁鑽,\n或者你的AI走偏了,\n性能不是很達標,\n不是很聪明,走偏了,\n卡住了有點難題了。\n我們也給大家準備了排錯的手冊,\n以及相應的排錯的處方。\n我們總體的思想就是,\n讓AI嚴格的執行我們的部署的步驟,\n進行引擎的部署、編譯,\n以及最最重要的多項調優。\n我們還給你的Agent一定的自主選擇權。\n它可以根據你自己本機的環境,\n來進行自行的工作,\n不一定非得參考我們的這麼一個標準。\n在這兒,\n我們沒有辦法給大家承諾,\n所有人都能部署完成,\n都能獲得極致的調優屬性。\n你可能哪個地方被你的Agent給掠過了,\n或者哪個地方被你給打斷了,\n或者哪個地方你提前終止了,\n都是有可能的。\n希望大家能夠理解。\n我們整個的包裡面,\n還是包含了我們整個項目的所有的源碼,\n我們整體的部署方案,\n我們的採坑方案,\n不需要大家加情去群,\n不需要大家去公共號。\n大家直接就可以在我們視頻下面的鏈接裡面,\n進行下載。\n完全的開源,\n完全的免費,\n什麼都不要,\n只要大家手裡邊一個三連不過分吧。\n最後給大家看一看我們的一個小彩蛋,\n我們的一個超級大寶貝。\n給大家看看我們的大寶貝。\n看一看,\nGPU佔了27G,\n內存佔了84G。\n給大家拜個年吧。\n萬事如意。\n哈哈。",
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      "text": "小快場 優優優化版來了,這是我們優化版的第二版。",
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      "text": "我們這幫抽稿技術的,心裏邊老缺一根弦。",
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      "text": "總覺得自己把源碼都發布了,這下穩了,總不會有人部署不上了吧。",
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      "text_original": "總覺得自己把圓碼都發布了,這下穩了,總不會有人部署不上了吧。",
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      "text": "但是,我們也沒想到,上一個視頻推廣的面那麼的廣,和之前的視頻不太一樣。",
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      "text": "來了好多好多的新人朋友們,不知道要怎麼自己去編譯引擎,甚至連怎麼用AI都不知道。",
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      "text": "這個,也不知道,模型部署之後,必須要調整一下參數來做本機適配。",
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      "text": "我看後台私信,各種情況都有,報险存的,速度慢的,還有部署失敗來罵我的。",
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      "text": "罵我沒事,別侮辱咱們的技術。",
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    {
      "id": 8,
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      "text": "我們這套方案裡面用的各種各樣的技術,如果寫到論文裡面,光引用,兩張紙都寫不完。",
      "tokens": [
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    {
      "id": 9,
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      "text": "都是各個大佬的心血結晶的經驗的作品。",
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      "compression_ratio": 1.4407582938388626,
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      "source": "whisper",
      "text_original": "都是各個大佬的偶心立穴的經驗的作品。",
      "correction_applied": true,
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    {
      "id": 10,
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      "text": "我們等會給大家來展示一下,我們一共做過哪些調優的項目,非常的多,但能看到大家眼花撩亂的地步。",
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    {
      "id": 11,
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      "text": "只有這麼多的調優,才能保證我們的速度達到那麼的極致。",
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      "id": 12,
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      "text": "先說一下,我們這個版本比我們兩天前的版本要進化了哪些,等等黨的勝利。",
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    {
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      "text": "首先是我們的速度又有了一定的提升。",
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      "text": "我們的急速檔的速度,達到了我們一開始預期的單流300加的一個目標。",
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    {
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      "text": "有關這個地方我們可以進行結案了。",
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    {
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      "text": "它終於達成了我們一開始所定的單流300的目標,作為一個稠密模型,跑出了MOE的速度。",
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      "text_original": "它終於達成了我們一開始所定的單流300的目標,作為一個稠米模型,跑出了MOE的速度。",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
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    {
      "id": 17,
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      "text": "我這裡寫的甚至有點保守了,因為在我們一些比較特定的情況下,它能跑到350多,Token每秒。",
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      "text_original": "我這裡寫的甚至有點保守了,因為在我們一些比較特定的情況下,它能跑到350多,Token沒妙。",
      "correction_applied": true,
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      "text": "我們找了一些志願者來幫我們測我們的引擎,我們的5090D的大哥能跑到500多。",
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      "text": "我看評論區也有一些大佬來自己做了一個適配。",
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      "text": "適配完了之後,它的5080能跑到400,摸到400的線了,還是非常非常厲害的。",
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      "text": "但是我給大家說一下,我們日常的工作,因為工作都是有綜合性的,裡面有文字有代碼或者其他的一些什麼東西。",
      "tokens": [
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      "id": 22,
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      "text": "它的速度可能達不到這麼一個特定情況下的峰值。",
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      "text": "正常的話就200幾十左右,在我4080的顯卡上。",
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      "text": "而且散文是它的一個弱勢,散文的話只有100幾十的Token每秒。",
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      "text_original": "而且散文是它的一個弱勢,散文的話只有100幾十的Token名妙。",
      "correction_applied": true,
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      "text": "我們其實還有很多的加速方案沒有用上。",
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    {
      "id": 26,
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      "text": "我看社區裡面有很多人已經跑出了非常非常誇張的速度了,比我們速度還要快。",
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      "text": "我們也有很多很多的加速方案沒有去用上。",
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    {
      "id": 28,
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      "text": "是因為我們自己主動的選擇了放棄。",
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    {
      "id": 29,
      "seek": 10568,
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      "text": "比如說有一些方法,比如說早退,就模型那麼多的層級,我們不把它算完。",
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      "no_speech_prob": 1.8396941955933777e-11,
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    {
      "id": 30,
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      "text": "我們算到60%,我們算到80%,我們就直接結束計算。",
      "tokens": [
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    {
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      "text": "這是一種方式,可以提高很高的速度。",
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      "text": "再比方說是融層,把不同層給它融起來。",
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      "text": "再比如說,我就給大家舉一個例子吧。",
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      "text": "我們的投機解碼的方案,投機頭一般會產出好幾個Token,給模型去認。",
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    {
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      "text": "模型如果不認可第一個Token的話,它會把後面所有的Token全部都否決掉。",
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      "text": "這就像老師給小明批卷子,看到小明卷子的第一個題做錯了。",
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      "text": "於是就把它整張卷子全都撕了,是一個道理的。",
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      "id": 38,
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      "text": "但其實小明只是第一題錯了,他後面可能甚至全對。",
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      "id": 39,
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      "text": "所以,我們清華大學有一個團隊自己做的一個技術。",
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      "text": "就是如果第一個Token,它在空間位置上和我們的模型承認的Token相差不大的話,",
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      "text": "那麼後面的幾個Token會被它進行一定程度的採用。",
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      "text": "不會導致後面的題明明做對了,但是被它撕了的情況。",
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      "text": "我們其實還測了一個超級超級急速的急速方案。",
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      "text": "那個數據測出來真的是駭人聽聞的一個速度。",
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      "text": "但是質量比較的差。",
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      "text": "基本上都跟那些MOE似的。",
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      "text": "所以在這些加速的技術當中,我們做出了一定的取捨。",
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      "text": "剛才給大家描述的這三種技術都被我們給否了。",
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      "text": "不然的話,它的速度會非常非常的嚇人。",
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      "text": "我們不希望模型是傻快。",
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      "text": "我們希望模型是聰明的快。",
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    {
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      "text": "有質量的快。",
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      "text": "所以大家注意一下,我們基本的最終的定檔的速度,",
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      "text": "就定在這麼一個檔位上。",
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    {
      "id": 55,
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      "text": "可以更快,但是沒有必要。",
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    {
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      "text": "那會付出一定的質量的代價。",
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    {
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      "text": "那麼還有一項進步呢,是我們prefill的速度。",
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      "source": "whisper",
      "text_original": "那麼還有一項進步呢,是我們prefail的速度。",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
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    {
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      "text": "prefail的速度,今天我們對引擎的內核做了一個小手術。",
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    {
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      "text": "這個急速檔它的prefill到了2800。",
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      "source": "whisper",
      "text_original": "這個急速檔它的prefail到了2800。",
      "correction_applied": true,
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    {
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      "text": "均衡檔的話到了2600。",
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    {
      "id": 62,
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      "text": "但大家需要注意一點,給大家強調一下。",
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    {
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      "text": "這是在我這台4080的顯卡上跑出來的速度。",
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    {
      "id": 64,
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      "text": "如果你是別的顯卡,",
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    {
      "id": 65,
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      "text": "比方說我們跟我們測引擎的志願者大哥,",
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    {
      "id": 66,
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      "text": "它能跑到500多。",
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      "source": "whisper",
      "text_original": "它能跑到500度。",
      "correction_applied": true,
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    {
      "id": 67,
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      "text": "如果你的顯卡比我差呢?",
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    {
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      "text": "那你肯定會比我的數據要稍微的低那麼一些。",
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    {
      "id": 69,
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      "text": "如果你拿一個4060或者3060的顯卡來講的話,",
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    {
      "id": 70,
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      "text": "你的速度可能只有一百幾。",
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    {
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      "text": "因為你的帶寬只有我的三分之一左右。",
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    {
      "id": 72,
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      "text": "這是顯卡導致你的性能的限制,",
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    {
      "id": 73,
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      "text": "不是我們這套方案的問題。",
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    {
      "id": 74,
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      "text": "所以在後台不要再私信罵我,說跑不到這個速度了。",
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    {
      "id": 75,
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      "text": "你那個老3060,",
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    {
      "id": 76,
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      "text": "在我們之前哪敢碰瓷R7B?",
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    {
      "id": 77,
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      "text": "大家說是吧?",
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    {
      "id": 78,
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      "text": "根據自己的顯卡的情況來。",
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    {
      "id": 79,
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      "text": "給大家說一下我們的下載內容。",
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    {
      "id": 80,
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      "text": "下載的鏈接已經放在我們的簡介裡邊了。",
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      "id": 81,
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      "text": "我們一共有四個包,",
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      "id": 82,
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      "text": "分別是急速檔、均衡檔,",
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    {
      "id": 83,
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      "text": "還有超低顯存檔,",
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      "text": "以及我們額外添加了一個最近很火的",
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      "text": "一個swift,一個微調檔。",
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    {
      "id": 86,
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      "text": "這個作者說能夠減少很大的思考量。",
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    {
      "id": 87,
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      "text": "於是我們把它也加入了我們Nifer的適配當中。",
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      "text": "大家按需可以自己下載一下。",
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    {
      "id": 89,
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      "text": "把它裝到Nifer當中看一看效果怎麼樣。",
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    {
      "id": 90,
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      "text": "我們沒有經過特別多的測試。",
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    {
      "id": 91,
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      "text": "只能說它確實在有些地方能夠減少思考。",
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    {
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      "text": "還是我們之前說的那個問題。",
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      "text": "思考量不是越少越好的。",
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      "text": "我們自己測的話,",
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      "text": "大家自己測一測看看自己能不能接受。",
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      "text": "或者說是效果怎麼樣,",
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      "text": "也可能是我們自己測的有問題。",
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      "text": "接下來是我們今天要講的重點。",
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      "text": "講一講我們是怎麼來進行部署的。",
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      "text": "在這個過程當中,我們作為人類應該做什麼。",
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      "id": 102,
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      "text": "交給AI之後,AI它會做什麼。",
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      "text": "我們大家了解一下AI的步驟,",
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    {
      "id": 104,
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      "text": "做到心裡邊有數。",
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    {
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      "text": "首先我們人類要做的事情非常的簡單。",
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    {
      "id": 106,
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      "text": "把包給下下來。",
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      "text": "然後把包的鏈接發給AI。",
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    {
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      "text": "這裡需要注意,",
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      "no_speech_prob": 1.7510453156899253e-11,
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    {
      "id": 109,
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      "text": "我們這個地址必須要保證全英文的地址。",
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    {
      "id": 110,
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      "text": "不然的話它會報錯。",
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    {
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      "text": "把你的文章地址粘貼給你的AI。",
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    {
      "id": 112,
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      "text": "後面的工作,",
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      "avg_logprob": -0.2077333927154541,
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      "no_speech_prob": 1.7510453156899253e-11,
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    {
      "id": 113,
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      "text": "它會問你幾個問題。",
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    {
      "id": 114,
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      "text": "你把這幾個問題給它回答一下。",
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    {
      "id": 115,
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      "text": "選擇一下自己想要安裝的一個情況。",
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    {
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      "text": "這樣子的話,",
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    {
      "id": 117,
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      "text": "後面你就掛機就行了。",
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    {
      "id": 118,
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      "text": "基本上就不用管了。",
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      "text": "那麼我們來說一下,",
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    {
      "id": 120,
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      "text": "AI拿到這些文件之後,",
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    {
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      "text": "它會做什麼呢?",
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      "no_speech_prob": 1.6247947431935472e-11,
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    {
      "id": 122,
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      "text": "首先,AI拿到之後,",
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      "temperature": 0,
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      "no_speech_prob": 1.6247947431935472e-11,
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    {
      "id": 123,
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      "text": "我們會強制它給你做一次電腦的一個體檢。",
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    {
      "id": 124,
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      "text": "檢查一下你的GPU,",
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    {
      "id": 125,
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      "text": "檢查一下你的環境的版本,",
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    {
      "id": 126,
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      "text": "檢查一下你的帶寬,",
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      "text": "檢查一下你的核心數,",
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    {
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      "text": "乱七八糟的。",
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    {
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      "text": "做完全套的體檢之後,",
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      "text": "它會根據你的體檢結果,",
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    {
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      "text": "在我們的整顆包裡邊,",
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      "text": "選擇相應的配件和模型製品出來,",
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    {
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      "text": "來進行整個引擎的搭建。",
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      "text": "第三步,",
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      "text": "它就會把你的引擎給它編譯出來,",
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      "text": "或者搭建出來,",
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    {
      "id": 137,
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      "text": "或者是修改出來,",
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    {
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      "text": "或者是簡單的調試出來。",
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    {
      "id": 139,
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      "text": "總之,",
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      "text": "它會把它給拉起來,",
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    {
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      "text": "先跑一次。",
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      "text": "跑完一次之後,",
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      "text": "接下來就是我們的重中之重,",
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      "text": "也是很多小白卡住的地方。",
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      "text": "顯卡性能明明還不錯,",
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      "text": "但是速度就是達不到它的預期,",
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    {
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      "text": "是因為你們沒有做好我們的參數調優。",
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      "text_original": "是因為你們沒有做好我們的參數條優。",
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      "text": "這個參數調優非常多項,",
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      "text_original": "這個參數條優非常多項,",
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      "text": "如果你只是調了一項或兩項就跑了,",
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      "text": "那肯定是達不到我們的",
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      "text": "這麼一個極限的一個性能的。",
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      "text": "給大家看一看,",
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      "text": "簡單看一看,",
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    {
      "id": 154,
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      "text": "我們的參數條優都包含什麼東西?",
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      "text": "首先,",
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      "text": "這些項目就都是我們的參數調優的內容。",
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      "text_original": "這些項目就都是我們的參數條優的內容。",
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      "text": "大家往下翻看看,",
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    {
      "id": 158,
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      "text": "基本上都是我們一條一條,",
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      "text": "給大家調出來的。",
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      "text": "每一條基本上對應著一個大佬的一個,",
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      "text": "自己的先進技術,",
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      "text": "或者我們自研的一個技術。",
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    {
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      "text": "還沒到底,",
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    {
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      "text": "還往後內核也需要改。",
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    {
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      "text": "基本上就這些調優的項目,",
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      "source": "whisper",
      "text_original": "基本上就這些條優的項目,",
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      "text": "每一條都是大家需要進行調優的。",
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      "text_original": "每一條都是大家需要進行條優的。",
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      "text": "有人說這也太麻煩了,",
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      "text": "大家別擔心。",
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      "text": "我們給大家準備了幾個默認參數的版本。",
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      "text": "在這個版本裡面,",
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      "text": "我們已經給大家調好一部分的參數了。",
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      "text": "大家只需要調整剛才那個表格當中的一部分的參數就行。",
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      "text": "這些參數呢,",
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    {
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      "text": "是因為不同的電腦,",
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      "text": "不同的顯卡,",
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      "text": "不同的環境,",
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      "text": "它必須要有靈活的調整,",
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      "text": "才能壓榨出最深的極限的性能來。",
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      "text": "所以如果你追求只是要用,",
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      "text": "那麼到這一步就可以停了。",
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      "text": "但如果你想達到咱剛才講過的那些參數,",
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      "text": "那些標準,",
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      "text": "AI自己會找到自己需要調優的位置在那。",
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      "text": "它都會幫大家一一調好。",
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      "text": "這個條優的過程大約在半個小時左右的時間。",
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      "text": "根據你的顯卡可能不太一樣。",
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      "text": "如果你的顯卡不要到老舊了,",
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      "text": "那這個條優的時間可能會更久一點。",
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      "text": "引擎要做一個比較完整的適配。",
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      "text": "如果你的AI卡住了怎麼辦?",
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      "text": "如果你的環境太刁鑽,",
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      "text": "或者你的AI走偏了,",
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    {
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      "text": "性能不是很達標,",
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      "text": "不是很聪明,走偏了,",
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      "text": "卡住了有點難題了。",
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      "text": "我們也給大家準備了排錯的手冊,",
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      "text": "以及相應的排錯的處方。",
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      "text": "我們總體的思想就是,",
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      "text": "讓AI嚴格的執行我們的部署的步驟,",
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    {
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      "text": "進行引擎的部署、編譯,",
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      "text": "以及最最重要的多項調優。",
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      "text_original": "以及最最重要的多項條優。",
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      "text": "我們還給你的Agent一定的自主選擇權。",
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      "text": "它可以根據你自己本機的環境,",
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      "text": "來進行自行的工作,",
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      "text": "不一定非得參考我們的這麼一個標準。",
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      "text": "在這兒,",
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      "text": "我們沒有辦法給大家承諾,",
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      "text": "所有人都能部署完成,",
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      "text": "都能獲得極致的調優屬性。",
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      "text_original": "都能獲得極致的條優屬性。",
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      "text": "你可能哪個地方被你的Agent給掠過了,",
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      "text": "或者哪個地方被你給打斷了,",
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      "text": "或者哪個地方你提前終止了,",
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    {
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      "text": "都是有可能的。",
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      "text": "希望大家能夠理解。",
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      "text": "我們整個的包裡面,",
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      "text": "還是包含了我們整個項目的所有的源碼,",
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      "text": "我們整體的部署方案,",
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      "text": "我們的採坑方案,",
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    {
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      "text": "不需要大家加情去群,",
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      "text": "不需要大家去公共號。",
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      "text": "大家直接就可以在我們視頻下面的鏈接裡面,",
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    {
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      "text": "進行下載。",
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    {
      "id": 227,
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      "text": "完全的開源,",
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    {
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      "text": "完全的免費,",
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    {
      "id": 229,
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      "text": "什麼都不要,",
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    {
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      "text": "只要大家手裡邊一個三連不過分吧。",
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