ÀÏ×ÓÓÐÇ®lzyq88¹ÙÍø

À´Ô´£ºËزĿâÍøÕ¾ £¬×÷Õߣº ¶ù¿Æ £¬£º

ÚÀ £¬Ù¯½²µ½¡¸Ò˲ýËÄÖÜÏï¿ÚÕ¾×ŵÄÅ®º¢ÔÚÄÄÀ £¬ë¡¸öÊÂÌåÀÏÔç¾ÍÓÐÈËÎʹýÎÒÔÕ¡£ÎÒ¸úÙ¯½²Å¶ £¬ë¡ÖÖ½²·¨¸Õ¿ªÊ¼ÌýÆðÀ´ÓеãÉñÃØ £¬Ïñɶ×Ó´«ËµÀïÏá¸öÇé½ÚÒ»Ñù¶Ô·¥£¿µ«ÆäʵÂï £¬ÀïÍ·ÓÐÃŵÀ £¬Ò²ÓеãÀÏÉϺ£Éú»î²Å»á¶®¸öζµÀ¡£

Ò˲ýËÄÖÜÏï¿ÚµÄ¡°Å®º¢¡± £¬ÊÇɶÒâ˼·¥£¿

Ïà¹ØÍ¼Æ¬

롸ö¡°Ò˲ýËÄÖÜÏï¿ÚÕ¾×ŵÄÅ®º¢¡± £¬Æäʵ·¥Êǽ²É¶×ÓÕæÕý¸öÅ®ÈËÕ¾Àθö £¬·¥ÊÇë¡ÖÖÂëÍ·ÎÄ»¯ÀïÏá¸ö¡°À­¿Í¡±µÄÒâ˼Ŷ¡£ë¡¸ö½²·¨ £¬ÀÏÔç³½¹â¾ÍÓиöÌý˵ £¬ËµÊÇÒ˲ý·ËÄÖÜÓÐЩÏï¿Ú±ß £¬ÓÐЩÉñÃØ¸ö¡°Õ¾¸Ú¡±ÈË¼Ò £¬×¨ÃÅ×ÊÖú̽ѯÏûÏ¢¡¢ÅÜÍÈÕÅÂÞɶÎïÊ £¬Ïñɶ×Ó×ÊÖúÕÒÎÝ×Ó¡¢Í¨ÖªÈ˼ҡ¢ÉõÖÁ°ïÈË´øµãС¹¤¾ßɶ¸ö¡£

²»¹ýÂï £¬Õâ롸ö¡°Õ¾×ŵÄÅ®º¢¡± £¬´ó¶à³½¹âÊÇÐÎÈݵÃÓеã¿äÕÅ¡£Êµ¼ÊÄØ £¬Õ¾ÔÚÏï¿Ú±ß×ÊÖú¸ö £¬¿ÉÄÜÊÇЩÀÏÒÌÂè¡¢Àϲ®²® £¬»òÕßÄêÇá³½¹â±ÈÎÒ»¹ÌÔÆø¸öºóÉú×С£ÒÁÀ­¾ÍÊÇÄÇÖÖÏþµÃŪÌÃÀïÀïÍâÍâ¸öÏûÏ¢ÁéͨÈË¡£

Ϊɶ×ÜÊÇ¡°Ò˲ýËÄÖÜ¡±£¿

Ù¯½²ÎªÉ¶ÊÇÒ˲ýËÄÖÜ·¥£¿ë¡¸öµØ·½³½¹âÔç¾ÍÀÏÈÈÄÖ¶îŶ £¬ÅªÌý»´í £¬Ïï¿ÚÓÖ¶à £¬ËÄÖÜÁíÓÐЩÀÏÎÝ×Ó¡¢ÀÏÉÌÆÌ £¬×¡À­ÀïÏá¸ö¶¼ÊÇЩÀÏÉϺ£ÈË¡£ë¡Ð©µØ·½ £¬ÏûÏ¢´«µÃ¿ì £¬ÊìÈ˶à £¬É¶ÎïÊÂÒ»´«¿ªÀ´ £¬ÂíÉϾÍÏþµÃÁË¡£

Ïà¹ØÍ¼Æ¬
Ïà¹ØÍ¼Æ¬ ͵͵¸æËßٯŶ £¬Ò˲ý·ËÄÖÜë¡Ð©Ïï×Ó £¬ÒÑÍù³½¹â»¹ÕæÓÐЩ¡°ÅÜÍÈ×ÊÖú¡±¸öС×éÖ¯ £¬°¢À­½Ð¡°ÅªÌÃÊÂÎñËù¡±¡£ÒÁÀ­×ÊÖúÅÜÅÜÍÈ׬µãÁãÇ® £¬ÏûÏ¢ÁéͨµÃÒªÃü £¬ë¡ÖÖÈ˼ҲÅÊÇ¡°Ïï¿ÚվןöÅ®º¢¡±¸öÔ­ÐÍ¡£

롸ö±³ºó £¬½²¾¿ÓÐɶ£¿

ÎÒ¸úÙ¯½²Å¶ £¬ë¡ÖÖ¡°Ïï¿ÚÕ¾×ŵÄÅ®º¢¡± £¬Æäʵ½²¾¿ë¡¼¸¸ö×Ö¡ª¡ª¡°ÊìÂ硱¡£°¢À­ÉϺ£È˽²¸ö¡°ÊìÈËÉç»á¡± £¬ë¡¸öÒâ˼¾ÍÊÇ £¬ÄãÒª»îÀ­ºÃ £¬ÁÚÀïÏá¸ö¹ØÏµ¸ãºÃ £¬ÏûÏ¢Áéͨ¸ö £¬É¶ÊÂÌå¶¼Äܱ㵱µã¡£ë¡¸ö¡°Ïï¿ÚÕ¾ÈË¡±¸öÎÄ»¯ £¬Æäʵ¾ÍÊÇÒÑÍùÉú»î¸öÒ»¸öËõÓ°¡£

ºÃ±È˵ £¬³½¹âÔç £¬Ù¯Òª°á¼Ò £¬»òÕßÕÒÈËÐÞÐÞ·¥·¥¸ö £¬Ïï¿Ú±ßվןö¡°Å®º¢¡±¾ÍÄܰïÙ¯ÕÅÂ޺á£Ù¯½² £¬ÏÖÔÚÉú»î±äµÃ¿ìÁË £¬ë¡ÖÖÈ˼ÒÒ²ÉÙÁË £¬µ«ë¡ÖÖ½²¾¿ £¬ÕÕ¾ÉÖµµÃ¼Çןö¡£


Ù¯»áÎÊ£º¡°ÄÇÏÖÔÚÁíÓз¥£¿¡±

Ŷ £¬Ù¯ÒªÎÊÏÖÔÚÄÄÀïÁíÓС°Ïï¿ÚÕ¾×ŵÄÅ®º¢¡±·¥£¿ÕÕÎÒ¿´À´Âï £¬ë¡ÖÖÕæ¸öÈ˼ÒÉÙÁË £¬µ«Ù¯ÒªÕÒµãÀÏÉϺ£Î¶µÀ £¬Ò˲ý·ËÄÖÜÕÕ¾ÉÖµµÃ×ßÒ»×߸ö¡£Ïï×ÓÀïÏá £¬ÀÏÎÝ×Ó±ßÍ· £¬¿ÉÄÜÁíÓÐЩÈ˼ÒÔ¸Òâ°ïÙ¯´î°ÑÊÖ £¬°ïµãСæ¸öŶ¡£

±êÇ©£º

  • Ò˲ý·
  • ÀÏÉϺ£ÎÄ»¯
  • Ïï¿ÚÕ¾×ŵÄÅ®º¢
  • ŪÌùÊÊÂ
  • Éú»î½²¾¿

¡¶Î÷ÏçÌÁ¿ì²ÍÔ¼¡·

Õ¼µØ5.7Íòƽ·½Ãס¢×ÜͶ×Ê5.1ÒÚÔªµÄÑÇÖÞ×î´óÄþ¾²ÊÔÑéÊÒÀï £¬¼ÛÖµ¹ýÒÚÔªµÄ×îпî¼ÙÈËÕûÆë´ýÃü £¬4000Ö¡/Ãë¸ßËÙÉãÏñ»ú¾«×¼²¶»ñÅöײ˲¼ä £¬×ÔÖ÷Ñз¢µÄÇ£ÒýÏµÍ³Í»ÆÆ¹ú¼Ê¼¼Êõ¢¶Ï¡£¼«º®Óë¿áÈȵĿ¼Ñé £¬ÔòÔÚÇé¿ö·ç¶´ÊÔÑéÊÒÀïÍê³É£º´Ó-40¡æ¼«º®µ½60¡æ¸ßΠ£¬È«Çò¼«¶ËÆøºò¶¼ÄÜÔÚÕâÀᆱ׼ģÄâ £¬È·±£Ã¿Ò»Ì¨³¤³ÇÆû³µ¶¼ÄÜÊÊÓ¦ÊÀ½ç¸÷µØµÄ·¿ö¡£Ò»Î»ÂÃÐеÄÐÐҵר¼Ò¸ÐÉË£º¡°É豸ˮƽºÍµÂ¹úÒ»Ïß³µÆó²»ÏàÉÏÏ £¬Õâ·Ý³ÁÏÂÐĸãÑз¢µÄ¶¨Á¦ £¬ÓÈΪÄѵᣡ±

¡¶Öñ°åľ°å´òÆìÅÛÅ®ººÔðÎÄ»¯¡·

ÒµÎñ²ãÃæ £¬¹«Ë¾ÔÚ½¨ÖþÐÅÏ¢»¯Èí¼þÒµÎñ·½ÃæÁ¬ÐøÉý¼¶ÍêÉÆ¿Í»§Ð§ÀÍÌåϵ £¬²»¾øÌáÉý¿Í»§ÂúÒâ¶ÈÓëð¤ÐÔ £¬½øÒ»²½ÀιÌÔÚÕã½­Ê¡ÄÚµÄÊг¡ÓÅÊÆÖ°Î»¡£Í¬Ê± £¬¹«Ë¾»ý¼«½á¹¹²¢´óÁ¦ÍØÕ¹Ê¡ÍâÊг¡ £¬Á¬ÐøÌáÉý²úÆ·¾ºÕùÁ¦ÓëÊг¡ÁýÕÖÃæ¡£Öǻ۹¤µØÒµÎñ·½Ãæ £¬¹«Ë¾»ý¼«Ë³Ó¦ÐÐÒµ±ä¸ï £¬½ô×¥´ó»ù½¨Éú³¤»úÔµ £¬Öصã½á¹¹ÏßÐÔ¹¤³Ì¡¢ÄÜÔ´¡¢Ë®ÀûµÈ»ù½¨Ï¸·ÖÁìÓò £¬ÓÐЧ¶Ô³åÁË·¿½¨ÒµÎñÏ»¬´øÀ´µÄÓ°Ï졣ͬʱ £¬¹«Ë¾Á¬ÐøÌáÉý¶©µ¥ÖÊÁ¿ £¬ÔöǿӦÊÕÕË¿îÖÎÀí £¬ÆÚĩӦÊÕÕË¿îÓà¶î½ÏÆÚ³õϽµ³¬20% £¬ÕûÌåÔËӪЧÂÊÎȲ½ÌáÉý¡£

¡¶Î÷°²Ê²Ã´´óѧŮÍÞºÃÔ¼¡·

¢à Cui G, Zhang Y, Chen J, ..., Zhou B, Ding N. The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models [J]. arXiv preprint arXiv:2505.22617, 2025.

ÍøÕ¾µØÍ¼