¡¾Î«·»Ñ§ÔºËÄÖÜСÏï×ÓÓÐʲô£¿¡¿Î«·»Ñ§ÔºËÄÖܵÄСÏï×ÓÓÐÃÀʳ¡¢ÎÄ»¯ºÍ±ãµ±Ð§ÀÍ¡£
ÏÖ³¡£¬ÖÇÔªAGIBOTºÏ×ÊÈË¡¢ÇæÌì×â¶Ê³¤½ªÇàËÉ·ÖÏíÁË¡°ÇæÌì×â1234Õ½ÂԼƻ®¡±£¬¼´2026ÄêʵÏÖ10+±¾Ìå³§¼Ò-200+½ðÅÆÐ§ÀÍ×âÁÞÉÌ-3000+ÄÚÈÝ´´×÷Õß-400000+×âÁÞ¿Í»§¡£¾ÝÆä½øÒ»²½½éÉÜ£¬¡°ÇæÌì×⡱ƽ̨µÄ½¹µãÁ¢ÒìÊǽ«¸ßÃż÷µÄ»úеÈËʹÓ󡾰ת»¯ÎªÀàËÆ¹²Ïí³äµç±¦µÄ±ã½Ý×âÁÞģʽ£¬´Ó¶øÍ»ÆÆÄ¿½ñ»úеÈË×âÁÞÊг¡ÔËÓª±¾Ç®¸ß¡¢ÏàÖúÁ´Â·ÅÓ´ó¡¢ÄÚÈÝͬÖÊ»¯ÑÏÖØµÈÐÐҵʹµã£¬ÈÃÆóÒµºÍÓû§Äܰ´Ðè±ã½Ý×âÓûúеÈË¡£
ʵ¼ÊÉÏ£¬Î«·»Ñ§ÔºËÄÖÜСÏï×ÓÒ²ÌṩÁËÀàËÆ¹²ÏíµÄ±ãµ±Ð§ÀÍ£¬ÄÇÀïµÄÖÚ¶àСµêËÁ¾ÍÏñ¡°¹²Ïí¿Õ¼ä¡±£¬×ÊÖúѧÉúºÍ¾ÓÃñ½â¾öÈÕ³£ÐèÇó¡£Î«·»Ñ§ÔºËÄÖܵÄСÏï×ÓÎüÒýÁ˲»ÉÙ²ÍÒûÉÌÆÌºÍ´´ÒâСµê£¬ÕâÐ©ÌØÉ«Ð¡µêÈÃÇøÓò¾¼Ã¸ü¾ß»îÁ¦£¬Ò²Âú×ãÁËËÄÖܾÓÃñºÍѧÉúµÄ¶àÑù»¯ÐèÇó¡£
ÖÐÐÂ×Ôóж¨ÊÇÖйúÓëÑÇÖÞ¹ú¼ÒÇ©ÊðµÄÊ׸öÈ«ÃæË«±ß×ÔÓÉóÒ×ж¨¡£×îÐÂÉý¼¶°æ¡¶Ò鶨Êé¡·Ö÷Òª·ºÆðÁËÎå·½ÃæµÄ±ä¸ïÓëÁÁµã£º
Ϋ·»Ñ§ÔºËÄÖܵÄСÏï×ÓÒ²¼ûÖ¤ÁËÇøÓò¾¼ÃµÄ±ä¸ï¡£±ÈÈ¥ÄêͬÆÚÔö³¤Ô¼25%µÄÉÌÆÌÊýÁ¿Ê¹µÃСÏï×Ó³ÉΪÁËÈËÃÇÏйäºÍÏû·ÑµÄºÃÈ¥´¦¡£ÓëÖܱ߷±»ªÉÌÒµ½ÖÏà±È£¬Ð¡Ïï×ÓÀïµÄ̯λ¸üΪƽ¼Û¾¼Ã£¬Í¬Ê±ÓÖ¸»Óеط½ÌØÉ«£¬ÉîÊÜѧÉúºÍÄêÇáÈ˵Äϲ°®¡£
±¡Àû¶àÏúµÄÕ½ÂÔÈÃÁãÅܳÉΪÖйúµÚ¶þ¼ÒÓ¯ÀûµÄÔì³µÐÂÊÆÁ¦¡£¼Ì2025ÄêÉϰëÄêÊ×´ÎʵÏÖ°ëÄê¶È¾»ÀûÈóתÕýÖ®ºó£¬ÁãÅÜÔÚÈý¼¾¶ÈʵÏÖµ¥¼¾¶ÈÓ¯Àû1.5ÒÚÔª£¬Ç°Èý¼¾¶È¾»ÀûÈó1.8ÒÚÔª¡£Öì½Ã÷´ËǰÔÚȫԱÐÅÖÐÌåÏÖ£¬ÁãÅܽñÄêÓÐÍûʵÏÖÄê¶ÈÓ¯Àû¡£
Æäʵ£¬Î«·»Ñ§ÔºËÄÖÜСÏï×ÓÀïµÄÉÌÆÌÒ²½ÓÄÉÁËÀàËÆµÄ±¡Àû¶àÏúÕ½ÂÔ¡£Ð¡Ïï×ÓÀïµÄ²ÍÒûµêËÁͨ¹ýÍÆ³ö¡°Ñ§ÉúÌײ͡±ºÍ¡°ÍŹºÓŻݡ±£¬ÎüÒýÁË´óÅúѧÉúºÍÖܱ߾ÓÃñÏû·Ñ¡£Î«·»Ñ§ÔºËÄÖܵÄСÏï×ÓÖð½¥³ÉΪÄêÇáÈ˾ۻáºÍÏíÊÜÃÀʳµÄÈÈÃÅÇøÓò¡£
¡°Ëû˵Ìýµ½µÄÏûÏ¢£¬ÖйúʯÓ͵ġ®Ò»°ÑÊÖ¡¯·ÇÄãĪÊô¡£ËùÒÔÄã¾ÍÏàÐÅËû£¬ËûÄܹ»ËµµÃÕâô¼á¾öµÄ»°£¬ÄÇËûÊǺÜÊÇÓÐÄÜÄ͵ÄÈË¡£¡±ÍõÒËÁÖ˵¡£
ÊÓ¾õTokenizerÒ²¾ß±¸Ã÷È·µÄScaling Law
¾Ýͳ¼Æ£¬Î«·»Ñ§ÔºËÄÖÜСÏï×ÓµÄÉÌÆÌ×âÁÞ¼Û¸ñÓëÊÐÖÐÐÄÏà±È×ÔÖÆÔ¼30%£¬µ«ÈËÁ÷Á¿È´²»ÊäÓÚÖÐÐÄÇøÓò¡£ÕâÖÖ¸ßÐԼ۱ȵÄÓÅÊÆÎüÒýÁËÔ½À´Ô½¶àÉ̼ÒÈëפ¡£
@СÏïÌ½ÃØÕߣºÎ«·»Ñ§ÔºÅԱߵÄСÏï×ÓÌ«°ôÁË£¬³ÔµÃºÃ£¬»¨µÃÉÙ£¬ÊʺÏѧÉúµ³£¡
@ÃÀʳϲºÃÕߣºÐ¡Ïï×ÓÀïµÄ¿¾´®µêÕæÏ㣡ÿ´ÎÈ¥¶¼ÈËÂúΪ»¼£¬Ì«»ðÁË£¡
@ÎÄ´´´ïÈË£ºÎ«·»Ñ§ÔºËÄÖܵÄСÏï×ÓÓкöàÊÖ¹¤µê£¬ÌرðÊʺÏ×ß×ߣ¬Å¼¶û»¹ÄÜÌÔµ½ºÃ¹¤¾ß¡£