锘??xml version="1.0" encoding="utf-8" standalone="yes"?>色网在线观看,99久久久久久中文字幕一区,99re热这里只有精品视频http://www.aygfsteel.com/paulwong/zh-cnMon, 16 Jun 2025 04:53:36 GMTMon, 16 Jun 2025 04:53:36 GMT60浠ラ潪root鐢ㄦ埛榪愯dockerhttp://www.aygfsteel.com/paulwong/archive/2025/06/13/451629.htmlpaulwongpaulwongFri, 13 Jun 2025 08:47:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/06/13/451629.htmlhttp://www.aygfsteel.com/paulwong/comments/451629.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/06/13/451629.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451629.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451629.html
sudo useradd -m paul # 鍒涘緩鐢ㄦ埛騫惰嚜鍔ㄥ緩绔嬪鐩綍
sudo passwd paul # 璁劇疆鐢ㄦ埛瀵嗙爜錛堥渶杈撳叆涓ゆ紜錛?br /> sudo usermod -aG wheel paul # CentOS/RHEL
[root@dev69 ~]$ groupadd docker
[root@dev69 ~]$ usermod -aG docker $USER
[root@dev69 ~]$ reboot
[paul@dev69 ~]$ docker run hello-world


paulwong 2025-06-13 16:47 鍙戣〃璇勮
]]>鍒涘緩鏁版嵁闆嗙殑璧勬簮http://www.aygfsteel.com/paulwong/archive/2025/05/18/451621.htmlpaulwongpaulwongSun, 18 May 2025 00:01:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/05/18/451621.htmlhttp://www.aygfsteel.com/paulwong/comments/451621.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/05/18/451621.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451621.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451621.html
AI 鏁版嵁闆嗙敓鎴愬拰妯″瀷寰皟妗嗘灦 Distilabel 鍏ラ棬鎸囧崡錛氬熀鏈蹇點佸畨瑁呬笌蹇熷紑濮?/div>

浣跨敤Llama3鍜宒istilabel鏋勫緩寰皟鏁版嵁
https://huggingface.co/blog/dvilasuero/synthetic-data-with-llama3-distilabel



paulwong 2025-05-18 08:01 鍙戣〃璇勮
]]>寮哄寲瀛︿範璧勬簮http://www.aygfsteel.com/paulwong/archive/2025/04/30/451616.htmlpaulwongpaulwongWed, 30 Apr 2025 06:15:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/04/30/451616.htmlhttp://www.aygfsteel.com/paulwong/comments/451616.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/04/30/451616.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451616.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451616.html铇戣弴涔asyRL
鏉庡畯姣呰佸笀鐨勩婃繁搴﹀己鍖栧涔犮嬫槸寮哄寲瀛︿範棰嗗煙緇忓吀鐨勪腑鏂囪棰戜箣涓銆傛潕鑰佸笀騫介粯椋庤叮鐨勪笂璇鵑鏍艱鏅︽訂闅炬噦鐨勫己鍖栧涔犵悊璁哄彉寰楄交鏉炬槗鎳傦紝浠栦細閫氳繃寰堝鏈夎叮鐨勪緥瀛愭潵璁茶В寮哄寲瀛︿範鐞嗚銆傛瘮濡傝佸笀緇忓父浼氱敤鐜?Atari 娓告垙鐨勪緥瀛愭潵璁茶В寮哄寲瀛︿範綆楁硶銆傛澶栵紝涓轟簡鏁欑▼鐨勫畬鏁存э紝鎴戜滑鏁寸悊浜嗗懆鍗氱鑰佸笀鐨勩婂己鍖栧涔犵翰瑕併嬨佹潕縐戞祰鑰佸笀鐨勩婁笘鐣屽啝鍐涘甫浣犱粠闆跺疄璺靛己鍖栧涔犮嬩互鍙婂涓己鍖栧涔犵殑緇忓吀璧勬枡浣滀負琛ュ厖銆傚浜庢兂鍏ラ棬寮哄寲瀛︿範鍙堟兂鐪嬩腑鏂囪瑙ｇ殑浜烘潵璇寸粷瀵規槸闈炲父鎺ㄨ崘鐨勩?br />
鏈暀紼嬩篃縐頒負“铇戣弴涔?#8221;錛屽瘬鎰忔槸甯屾湜姝や功鑳藉涓鴻鑰呮敞鍏ユ椿鍔涳紝璁╄鑰?#8220;鍚?#8221;涓嬭繖鏈槕鑿囦箣鍚庯紝鑳藉楗舵湁鍏磋嚧鍦版帰绱㈠己鍖栧涔狅紝鍍忛┈閲屽ゥ閭ｆ牱鎰堝姞寮哄ぇ錛岀戶鑰屽湪浜哄伐鏅鴻兘棰嗗煙瑙呭緱鎰忓鐨勬敹鑾楓?/div>




paulwong 2025-04-30 14:15 鍙戣〃璇勮
]]>瓚崇悆鏁版嵁璧勬簮http://www.aygfsteel.com/paulwong/archive/2025/04/24/451613.htmlpaulwongpaulwongThu, 24 Apr 2025 06:56:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/04/24/451613.htmlhttp://www.aygfsteel.com/paulwong/comments/451613.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/04/24/451613.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451613.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451613.html瓚崇悆鍩虹鏁版嵁

瓚崇悆緇熻鏁版嵁

瓚崇悆緇熻鏁版嵁

瓚崇悆楂橀樁鏁版嵁

鎸囨暟鏁版嵁

瓚崇悆璧勬枡搴撴暟鎹?/div>

Marz鐏槦鏁版嵁錛堜綋鑲詫級





paulwong 2025-04-24 14:56 鍙戣〃璇勮
]]>ai棰勬祴瓚崇悆璧勬簮http://www.aygfsteel.com/paulwong/archive/2025/04/19/451611.htmlpaulwongpaulwongFri, 18 Apr 2025 17:07:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/04/19/451611.htmlhttp://www.aygfsteel.com/paulwong/comments/451611.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/04/19/451611.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451611.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451611.html鍩轟簬鏈哄櫒瀛︿範鐨?022涓栫晫鏉嫻嬪疄鎴?/div>

AI 绔炲僵璧涗簨 棰勬祴宸ュ叿


paulwong 2025-04-19 01:07 鍙戣〃璇勮
]]>寰皟璁粌鐨勬暟鎹泦http://www.aygfsteel.com/paulwong/archive/2025/03/21/451602.htmlpaulwongpaulwongFri, 21 Mar 2025 13:52:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/03/21/451602.htmlhttp://www.aygfsteel.com/paulwong/comments/451602.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/03/21/451602.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451602.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451602.html浣跨敤trl搴撳仛寰皟鏃? 瀵規暟鎹泦鐨勮姹傛槸:

濡傛灉鏄杞璇濆満鏅?
jsonl 鏂囦歡錛屼笖闇絎﹀悎浠ヤ笅瑕佹眰:
1.姣忚鏄竴涓嫭绔嬬殑 JSON 瀵硅薄;
2 姣忎釜瀵硅薄欏誨寘鍚竴涓敭鍚嶄負 messages 鐨勬暟緇勶紝鏁扮粍涓嶈兘涓虹┖;
3.messages 涓瘡涓厓绱犲繀欏誨寘鍚?role 鍜?content 涓や釜瀛楁:
4.role 鍙兘鏄?system,user 鎴?assisiant;
5.濡傛灉鏈?system 瑙掕壊娑堟伅, 闇鍦ㄦ暟緇勯浣?
6.絎竴鏉￠潪 system 娑堟伅蹇呴』鏄?user 瑙掕壊;
7.user 鍜?assisiant 瑙掕壊鐨勬秷鎭簲褰撲氦鏇褲佹垚瀵瑰嚭鐜幫紝涓嶅皯浜?瀵?

濡傛灉鏄寚浠ゅ井璋冨満鏅?
jsonl 鏂囦歡錛屼笖闇絎﹀悎浠ヤ笅瑕佹眰:
1.姣忚鏄竴涓嫭绔嬬殑 JSON 瀵硅薄;
2 姣忎釜瀵硅薄欏誨寘鍚笖鍙兘鍖呭惈涓涓敭鍚嶄負 text 鐨勯敭鍊煎錛屽間笉鑳戒負絀?



paulwong 2025-03-21 21:52 鍙戣〃璇勮
]]>澶фā鍨嬭緇冪殑鍑犱釜闃舵http://www.aygfsteel.com/paulwong/archive/2025/03/18/451600.htmlpaulwongpaulwongTue, 18 Mar 2025 05:14:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/03/18/451600.htmlhttp://www.aygfsteel.com/paulwong/comments/451600.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/03/18/451600.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451600.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451600.html

棰勮緇?Pre-Trained)

鍗曠函鎻愪緵鏂囨湰: {"text":"..."}
璁粌妯″瀷鐢辯涓涓枃瀛楀紑濮? 棰勬祴鍚庨潰鐨勬枃瀛? 鐩村埌緇撴潫.
榪欑妯″瀷鍙細鍋氬畬鎴愭枃鏈殑浠誨姟

鐩戠潱寰皟(Supervised Fine Turning)

涓轟簡浣挎ā鍨嬭兘瀹屾垚鏍規嵁鎸囦護瀹屾垚鍥炵瓟, 鑰屼笉鏄殢鏈虹敓鎴愬洖絳?/div>
鎻愪緵鐨勬枃鏈? {"instruction":"...", "output":"..."}

楂樻晥鍙傛暟寰皟(Parameter Efficient Fine Turning)

鍙皟鏁撮儴鍒嗗弬鏁? 鍏蜂綋瀹炵幇鏂規硶鏈塋oRA

鍙傝?





paulwong 2025-03-18 13:14 鍙戣〃璇勮
]]>python璧勬簮http://www.aygfsteel.com/paulwong/archive/2025/03/16/451599.htmlpaulwongpaulwongSun, 16 Mar 2025 12:54:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/03/16/451599.htmlhttp://www.aygfsteel.com/paulwong/comments/451599.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/03/16/451599.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451599.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451599.htmlpython





paulwong 2025-03-16 20:54 鍙戣〃璇勮
]]>澶фā鍨嬪井璋冨悗鐨勮瘎浼版寚鏍?/title><link>http://www.aygfsteel.com/paulwong/archive/2025/03/12/451596.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Wed, 12 Mar 2025 02:08:00 GMT</pubDate><guid>http://www.aygfsteel.com/paulwong/archive/2025/03/12/451596.html</guid><wfw:comment>http://www.aygfsteel.com/paulwong/comments/451596.html</wfw:comment><comments>http://www.aygfsteel.com/paulwong/archive/2025/03/12/451596.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.aygfsteel.com/paulwong/comments/commentRss/451596.html</wfw:commentRss><trackback:ping>http://www.aygfsteel.com/paulwong/services/trackbacks/451596.html</trackback:ping><description><![CDATA[<p style="white-space: pre-wrap; padding: 0px; margin-right: 0px; margin-bottom: 16px; margin-left: 0px; box-sizing: border-box; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px; margin-top: 0px !important;">澶фā鍨嬪井璋冨悗鐨勮瘎浼版寚鏍囨槸琛￠噺妯″瀷鎬ц兘鐨勫叧閿紝閫氬父鏍規嵁浠誨姟綾誨瀷鍜屽叿浣撻渶姹傞夋嫨涓嶅悓鐨勮瘎浼版寚鏍囥備互涓嬫槸涓浜涘父瑙佺殑璇勪及鎸囨爣鍙婂叾閫傜敤鍦烘櫙錛?/p> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">1. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">鍒嗙被浠誨姟</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鍑嗙‘鐜囷紙Accuracy錛?/span>錛氶嫻嬫紜殑鏍鋒湰鍗犳繪牱鏈殑姣斾緥銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氱被鍒垎甯冨潎琛＄殑浠誨姟銆?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">綺劇‘鐜囷紙Precision錛?/span>錛氶嫻嬩負姝ｇ被鐨勬牱鏈腑錛屽疄闄呬負姝ｇ被鐨勬瘮渚嬨? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氬叧娉ㄥ噺灝戝亣闃蟲э紙False Positive錛夌殑浠誨姟銆?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鍙洖鐜囷紙Recall錛?/span>錛氬疄闄呬負姝ｇ被鐨勬牱鏈腑錛岄嫻嬩負姝ｇ被鐨勬瘮渚嬨? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氬叧娉ㄥ噺灝戝亣闃存э紙False Negative錛夌殑浠誨姟銆?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">F1鍒嗘暟錛團1 Score錛?/span>錛氱簿紜巼鍜屽彫鍥炵巼鐨勮皟鍜屽鉤鍧囧箋? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氱被鍒笉騫寵　鎴栭渶瑕佸鉤琛＄簿紜巼鍜屽彫鍥炵巼鐨勪換鍔°?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">ROC-AUC</span>錛歊OC鏇茬嚎涓嬬殑闈㈢Н錛岃　閲忔ā鍨嬪尯鍒嗘璐熺被鐨勮兘鍔涖? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氫簩鍒嗙被浠誨姟錛屽挨鍏舵槸綾誨埆涓嶅鉤琛＄殑鎯呭喌銆?/li> </ul> </li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">2. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">鍥炲綊浠誨姟</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鍧囨柟璇樊錛圡SE, Mean Squared Error錛?/span>錛氶嫻嬪間笌鐪熷疄鍊間箣宸殑騫蟲柟鐨勫鉤鍧囧箋? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氬璇樊杈冨ぇ鐨勬牱鏈儵緗氭洿閲嶇殑浠誨姟銆?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鍧囨柟鏍硅宸紙RMSE, Root Mean Squared Error錛?/span>錛歁SE鐨勫鉤鏂規牴銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氫笌MSE綾諱技錛屼絾鏇存帴榪戝師濮嬫暟鎹昂搴︺?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">騫沖潎緇濆璇樊錛圡AE, Mean Absolute Error錛?/span>錛氶嫻嬪間笌鐪熷疄鍊間箣宸殑緇濆鍊肩殑騫沖潎鍊箋? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氬寮傚父鍊間笉鏁忔劅鐨勪換鍔°?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">R²錛堝喅瀹氱郴鏁幫級</span>錛氭ā鍨嬭В閲婄洰鏍囧彉閲忔柟宸殑姣斾緥銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氳瘎浼版ā鍨嬫嫙鍚堜紭搴︺?/li> </ul> </li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">3. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">鐢熸垚浠誨姟</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">BLEU錛圔ilingual Evaluation Understudy錛?/span>錛氳　閲忕敓鎴愭枃鏈笌鍙傝冩枃鏈殑n-gram閲嶅彔紼嬪害銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氭満鍣ㄧ炕璇戙佹枃鏈敓鎴愪換鍔°?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">ROUGE錛圧ecall-Oriented Understudy for Gisting Evaluation錛?/span>錛氳　閲忕敓鎴愭枃鏈笌鍙傝冩枃鏈殑閲嶅彔紼嬪害錛屼晶閲嶄簬鍙洖鐜囥? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氭枃鏈憳瑕併佺敓鎴愪換鍔°?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">METEOR</span>錛氱患鍚堣冭檻綺劇‘鐜囥佸彫鍥炵巼鍜岃瘝搴忕殑璇勪及鎸囨爣銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氭満鍣ㄧ炕璇戙佹枃鏈敓鎴愪換鍔°?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">Perplexity錛堝洶鎯戝害錛?/span>錛氳　閲忔ā鍨嬮嫻嬫鐜囧垎甯冪殑涓嶇‘瀹氭с? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氳璦妯″瀷璇勪及銆?/li> </ul> </li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">4. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">澶氭爣絳句換鍔?/span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">Hamming Loss</span>錛氶嫻嬮敊璇殑鏍囩姣斾緥銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氬鏍囩鍒嗙被浠誨姟銆?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">Jaccard Similarity</span>錛氶嫻嬫爣絳句笌鐪熷疄鏍囩鐨勪氦闆嗕笌騫墮泦涔嬫瘮銆? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氬鏍囩鍒嗙被浠誨姟銆?/li> </ul> </li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">5. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">鎺掑簭浠誨姟</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">NDCG錛圢ormalized Discounted Cumulative Gain錛?/span>錛氳　閲忔帓搴忕粨鏋滅殑鐩稿叧鎬с? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氭帹鑽愮郴緇熴佷俊鎭绱€?/li> </ul> </li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">MAP錛圡ean Average Precision錛?/span>錛氬鉤鍧囩簿紜巼鐨勫潎鍊箋? <ul style="padding: 0px 0px 0px 2em; margin: 0px; box-sizing: border-box; list-style: outside;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;">閫傜敤鍦烘櫙錛氫俊鎭绱€佹帹鑽愮郴緇熴?/li> </ul> </li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">6. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">鍏朵粬鎸囨爣</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">璁粌鏃墮棿</span>錛氭ā鍨嬪井璋冩墍闇鐨勬椂闂淬?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鎺ㄧ悊閫熷害</span>錛氭ā鍨嬬敓鎴愮粨鏋滅殑閫熷害銆?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">璧勬簮娑堣?/span>錛氭ā鍨嬭繍琛屾墍闇鐨勮綆楄祫婧愶紙濡侴PU鍐呭瓨銆丆PU浣跨敤鐜囷級銆?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">椴佹鎬?/span>錛氭ā鍨嬪鍣０銆佸紓甯稿兼垨瀵規姉鏍鋒湰鐨勬姷鎶楄兘鍔涖?/li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">7. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">棰嗗煙鐗瑰畾鎸囨爣</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鍖誨棰嗗煙</span>錛氭晱鎰熸э紙Sensitivity錛夈佺壒寮傛э紙Specificity錛夈丄UC-ROC銆?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">閲戣瀺棰嗗煙</span>錛氭敹鐩婃洸綰褲佸鏅瘮鐜囷紙Sharpe Ratio錛夈?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">璁＄畻鏈鴻瑙?/span>錛歮AP錛坢ean Average Precision錛夈両oU錛圛ntersection over Union錛夈?/li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">8. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">浜虹被璇勪及</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">浜哄伐璇勫垎</span>錛氶氳繃浜哄伐璇勪及鐢熸垚緇撴灉鐨勮川閲忥紙濡傛祦鐣呮с佺浉鍏蟲с佸噯紜э級銆?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鐢ㄦ埛婊℃剰搴?/span>錛氶氳繃鐢ㄦ埛鍙嶉璇勪及妯″瀷鐨勫疄闄呮晥鏋溿?/li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">9. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">妯″瀷瀵規瘮</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">鍩虹嚎瀵規瘮</span>錛氫笌鏈井璋冪殑妯″瀷鎴栧熀綰挎ā鍨嬭繘琛屾ц兘瀵規瘮銆?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">娑堣瀺瀹為獙</span>錛氳瘎浼板井璋冭繃紼嬩腑涓嶅悓緇勪歡錛堝鏁版嵁銆佽秴鍙傛暟錛夊鎬ц兘鐨勫獎鍝嶃?/li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <h3 style="padding: 0px; margin: 24px 0px 16px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600); line-height: 1.25; font-size: 1.25em; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif;">10. <span style="padding: 0px; margin: 0px; box-sizing: border-box; font-weight: var(--base-text-weight-semibold,600);">緇煎悎璇勪及</span></h3> <ul style="padding: 0px 0px 0px 2em; margin: 0px 0px 16px; box-sizing: border-box; list-style: outside; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;"> <li style="padding: 0px; margin: 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">澶氭寚鏍囩患鍚?/span>錛氭牴鎹換鍔￠渶姹傦紝緇撳悎澶氫釜鎸囨爣榪涜緇煎悎璇勪及銆?/li> <li style="padding: 0px; margin: 0.25em 0px 0px; box-sizing: border-box;"><span style="padding: 0px; margin: 0px; box-sizing: border-box;">浠誨姟鐗瑰畾鎸囨爣</span>錛氶拡瀵圭壒瀹氫換鍔¤璁¤嚜瀹氫箟鎸囨爣銆?/li> </ul> <hr style="padding: 0px; margin: 24px 0px; box-sizing: content-box; background-image: none; background-position: 0% 0%; background-size: auto; background-repeat: repeat; background-attachment: scroll; background-origin: padding-box; background-clip: border-box; height: 0.25em; border: 0px; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px;" /> <p style="white-space: pre-wrap; padding: 0px; margin-top: 0px; margin-right: 0px; margin-left: 0px; box-sizing: border-box; caret-color: #232d36; color: #232d36; font-family: "PingFang SC", system-ui, -apple-system, "Segoe UI", Rototo, Helvetica, Arial, sans-serif; font-size: 15px; margin-bottom: 0px !important;">鍦ㄥ疄闄呭簲鐢ㄤ腑錛岄夋嫨鍚堥傜殑璇勪及鎸囨爣闇瑕佺粨鍚堜換鍔＄洰鏍囥佹暟鎹壒鐐瑰拰涓氬姟闇姹傦紝鍚屾椂娉ㄦ剰閬垮厤鍗曚竴鎸囨爣鐨勫眬闄愭с?/p> <img src ="http://www.aygfsteel.com/paulwong/aggbug/451596.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.aygfsteel.com/paulwong/" target="_blank">paulwong</a> 2025-03-12 10:08 <a href="http://www.aygfsteel.com/paulwong/archive/2025/03/12/451596.html#Feedback" target="_blank" style="text-decoration:none;">鍙戣〃璇勮</a></div>]]></description></item><item><title>LLM鍏ㄦ爤妗嗘灦瀹屾暣鍒嗙被娓呭崟錛堥璁粌+寰皟+宸ュ叿閾撅級http://www.aygfsteel.com/paulwong/archive/2025/03/10/451594.htmlpaulwongpaulwongMon, 10 Mar 2025 03:29:00 GMThttp://www.aygfsteel.com/paulwong/archive/2025/03/10/451594.htmlhttp://www.aygfsteel.com/paulwong/comments/451594.htmlhttp://www.aygfsteel.com/paulwong/archive/2025/03/10/451594.html#Feedback0http://www.aygfsteel.com/paulwong/comments/commentRss/451594.htmlhttp://www.aygfsteel.com/paulwong/services/trackbacks/451594.htmlhttps://blog.csdn.net/ViniJack/article/details/145789900





paulwong 2025-03-10 11:29 鍙戣〃璇勮
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