澶辨晥閾炬帴澶勭悊 |
澶фā鍨嬶紙LLMs錛夎繘闃墮潰 PDF 涓嬭澆
杞澆鑷細(xì)http://www.python222.com/article/1167
鐩稿叧鎴浘錛?br />
![]() 涓昏鍐呭錛?/strong>
1. 妯″瀷鍙傛暟閲忔洿澶э紝鍙傛暟閲忛兘鍦?/span>Billion綰у埆錛?/span>
2. 鍙€氳繃鏉′歡鎴栦笂涓嬫枃寮曞錛屼駭鐢熺敓鎴愬紡鐨勫唴瀹癸紙鎵€璋撶殑prompt engineer灝辨槸鐢辨鑰屾潵錛夈€?/span>
1. 浠庤緇冭搴︽潵鐪嬶細(xì)
a. 鍩轟簬Transformer鐨勬ā鍨嬪弬鏁伴噺宸ㄥぇ錛屾湁鍔╀簬妯″瀷瀛︿範(fàn)鍒板鏍峰寲鐨勮璦€妯″紡涓庣粨鏋勶紱
b. 鍚勭妯″瀷寰皟鎶€鏈殑鍑虹幇錛屼緥濡?/span>P-Tuning銆?/span>Lora錛岃澶фā鍨嬪井璋冩垚鏈洿浣庯紝涔熷彲浠ヨ妯″瀷鍦ㄥ瀭鐩撮鍩?/span>
鏈夋洿寮虹殑鐢熸垚鑳藉姏錛?/span>
鎵爜鍔?/span>
鏌ョ湅鏇村c. 鍦ㄨ緇冭繃紼嬩腑鍔犲叆涓€浜涜璁″ソ鐨?/span>loss錛屼篃鍙互鏇村ソ鍦版姂鍒舵ā鍨嬬敓鎴愬崟璋冨唴瀹癸紱
2. 浠庢帹鐞嗚搴︽潵鐪嬶細(xì)
a. 鍩轟簬Transformer鐨勬ā鍨嬪彲浠ラ€氳繃寮曞叆鍚勭鍙傛暟涓庣瓥鐣ワ紝渚嬪temperature錛?/span>nucleus samlper鏉ユ敼鍙樻瘡
嬈$敓鎴愮殑鍐呭銆?/span>
涓夈€?/strong>LLMs 澶嶈鏈洪棶棰?/strong>
3.1 浠€涔堟槸 LLMs 澶嶈鏈洪棶棰橈紵
LLMs 澶嶈鏈洪棶棰?/span>:
1. 瀛楃綰у埆閲嶅錛屾寚澶фā鍨嬮拡瀵逛竴涓瓧鎴栦竴涓瘝閲嶅涓嶆柇鐨勭敓鎴?/span>
渚嬪鍦ㄧ數(shù)鍟嗙炕璇戝満鏅笂錛屼細(xì)鍑虹幇“steckdose steckdose steckdose steckdose steckdose steckdose steckdose
steckdose...”錛?/span>
1. 璇彞綰у埆閲嶅錛屽ぇ妯″瀷閽堝涓€鍙ヨ瘽閲嶅涓嶆柇鐨勭敓鎴?/span>
渚嬪鍦ㄥ妯℃€佸ぇ妯″瀷鍥劇墖鐞嗚В涓婏紝鐢熸垚鐨勭粨鏋滃彲鑳戒細(xì)涓嶆柇閲嶅鍥劇墖鐨勯儴鍒嗗唴瀹癸紝姣斿“榪欐槸涓€涓澂瀛愶紝榪欐槸涓€涓?/span>
鏉瓙...”錛?/span>
1. 绔犺妭綰у埆閲嶅錛屽嬈$浉鍚岀殑prompt杈撳嚭瀹屽叏鐩稿悓鎴栧崄鍒嗚繎浼肩殑鍐呭錛屾病鏈変竴鐐瑰垱鏂版€х殑鍐呭
姣斿浣犺澶фā鍨嬬粰浣犲啓涓€綃囧叧浜庢槬澶╃殑灝忎綔鏂囷紝緇撴灉鍙戠幇澶фā鍨嬬殑鐢熸垚緇撴灉鍗冪瘒涓€寰嬶紝鐢氳嚦榪戜箮涓€鎽鎬竴鏍楓€?/span>
1. 澶фā鍨嬮拡瀵逛笉鍚岀殑prompt涔熷彲鑳戒細(xì)鐢熸垚綾諱技鐨勫唴瀹癸紝涓旀湁鏁堜俊鎭緢灝戙€佷俊鎭喌鍋忎綆
|