lora Ä£Ð͵ÄÔË×÷Ô­ÀíÊÇÔõÑùµÄ?

LoRA£¨Low-Rank Adaptation£©ÊÇÒ»ÖÖÓÃÓÚÔÚԤѵÁ·Ä£ÐÍ»ù´¡ÉϽøÐиßЧ΢µ÷£¨Fine-Tuning£©µÄËã·¨£¬ÌرðÊÊÓÃÓÚ´ó¹æÄ£ÓïÑÔÄ£ÐÍ£¨LLMs£©¡£LoRA ͨ¹ýÒýÈëµÍÖȾØÕóµÄ·½Ê½À´ÊÊÓ¦ºÍµ÷ÕûÄ£ÐͲÎÊý£¬´Ó¶øÔÚ±£³ÖԤѵÁ·Ä£ÐÍÔ­ÓÐÄÜÁ¦µÄͬʱ£¬ÏÔÖø¼õÉÙ΢µ÷µÄ¼ÆËã³É±¾ºÍ´æ´¢ÐèÇó¡££¨ÒÔÉÏÈç¹û¿´²»Ã÷°×£¬Íùºó¿´ÍêÒ»¶¨Äܶ®£¡£©¼òÑÔ LoRA£º£¨


Ôõô²ÅÄÜÓÃstable diffusionѵÁ·³öÎïÆ·µÄloraÄ£ÐÍ,Çó...

Output folder ÊÇѵÁ·³öµÄLoraÄ£Ðͱ£´æµÄĿ¼£¬ÑµÁ·¹ý³ÌÖеIJÉÑùͼƬҲ±£´æÔÚÕâ¸öĿ¼Ï£¬ºÍ Image folder ʹÓÃͬһ¸öÉϼ¶Ä¿Â¼¾ÍÐÐÁË£¬ÕâÀïµÄÍê...


´¥ÊÖAIÎÞÏß¶Ëй¦ÄÜ:LoraÄ£ÐÍѵÁ·ÓëʹÓòÙ×÷ÊÖ²á

´¥ÊÖAIÎÞÏß¶ËLoraÄ£ÐÍѵÁ·ÓëʹÓòÙ×÷Êֲ᣺һ¡¢Ä£ÐÍѵÁ· ½øÈëѵÁ·½çÃæ£º´ò¿ª´¥ÊÖAIÎÞÏß¶Ë£¬Ñ¡Ôñµ×²¿µ¼º½À¸µÄ¡¾Îļþ¡¿Ñ¡Ïµã»÷¡¾È¥ÑµÁ·¡¿£¬½øÈ롾ģÐÍѵÁ·¡¿½çÃæ¡£ÉÏ´«Í¼Æ¬...


loraÊÇʲô

LoRAµÄÈ«³ÆÊÇLoRA: Low-Rank Adaptation of Large Language Models£¬¿ÉÒÔÀí½âΪstable diffusion£¨SD)Ä£Ð͵ÄÒ»ÖÖ²å¼þ£¬ºÍhyper-network£¬controlNet...


LoRA΢µ÷13BÄ£ÐÍFP16¾«¶ÈÏÂ,µ¥¿¨×îÉÙÐèÒª¶àÉÙGPUÏÔ´æ...

¶ÔÓÚ13BÄ£ÐÍ,ÔÚFP16¾«¶ÈÏÂ,ԭʼģÐÍÈ¨ÖØÔ¼Ðè26GBÏÔ´æ,µ«½áºÏLoRAºó,ʵ¼ÊÏÔ´æÏûºÄÈ¡¾öÓÚLoRAÖÈ´óС(Èç4»ò8)¼°ÅúÁ¿´óС¡£Í¨³£Çé¿öÏÂ,µ¥¿¨ÏÔ´æ...


LoRA΢µ÷´óÓïÑÔÄ£ÐÍÕæµÄÓÐÓÃÂð?

´óÐÍÓïÑÔÄ£Ð͵ĵÍÖÈ×ÔÊÊÓ¦ (LoRA)ÓÃÓÚ½â¾ö΢µ÷´óÐÍÓïÑÔÄ£ÐÍ (LLM) µÄÌôÕ½¡£GPTºÍLlamaµÈÄ£ÐÍÓµÓÐÊýÊ®ÒÚ¸ö²ÎÊý£¬Í¨³£¶ÔÓÚÌØ¶¨ÈÎÎñ»òÁìÓò½øÐÐ΢µ÷µÄ...


loraÄ£¿éÓÐʲôÓÅÊÆ?

LoRA ÔÊÐíÎÒÃÇͨ¹ýÓÅ»¯ÊÊÓ¦¹ý³ÌÖÐÃܼ¯²ã±ä»¯µÄÖÈ·Ö½â¾ØÕó£¬À´¼ä½ÓѵÁ·Éñ¾­ÍøÂçÖеÄһЩÃܼ¯²ã£¬Í¬Ê±±£³ÖÔ¤ÏÈѵÁ·µÄÈ¨ÖØ²»±ä¡£½ÓÏÂÀ´ÎÒÃǽéÉÜÏÂϸ½Ú...


´óÄ£ÐÍ΢µ÷¼¼ÊõLoRA

LoRAÊÇÒ»ÖÖÕë¶Ô´óÐÍԤѵÁ·Ä£Ð͵Ä΢µ÷¼¼Êõ£¬È«³ÆÎªLowRank Adaptation¡£ÆäºËÐÄÌØµãÓëÔ­ÀíÈçÏ£ººËÐÄÀíÄÒýÈëÉÙÁ¿¿ÉѵÁ·²ÎÊýÀ´µ÷ÕûԤѵÁ·Ä£Ð͵ÄÐÐΪ¡£ÎÞÐèÖØÐÂѵÁ·Õû¸öÄ£ÐÍ£¬...


LoRAÔ­ÀíÓëʵÏÖ

LoRAµÄÔ­ÀíÓëʵÏÖÈçÏ£ºÔ­Àí£º µÍÖȾØÕóµÄÒýÈ룺LoRA£¬¼´µÍÖÈAdapter£¬ÆäºËÐÄÔÚÓÚͨ¹ýÒýÈëµÍÖȾØÕó£¬ÊµÏÖ¶ÔԭʼÓïÑÔÄ£Ð͵ĸßЧµ÷Õû¡£µÍÖȾØÕóµÄʹÓüõÉÙÁËÄ£Ð͵IJÎÊýÁ¿£¬Í¬Ê±...


LoRaÄ£¿éÔõôÓà ÈçºÎͨ¹ýPC¶ËÅäÖòÎÊý - °Ù¶È¾­Ñé

2 ¡¡¡¡F8L10D Ä£¿éµÄ²ÎÊýÅäÖ÷½Ê½ÓÐÁ½ÖÖ£º¡¡¡¡¡ô ͨ¹ý¡° LoRa ÅäÖÃÈí¼þ LoRaConfig¡±½øÐÐÅäÖãºËùÓеÄÅäÖö¼Í¨¹ýÈí¼þ½çÃæµÄÏàÓ¦ÌõÄ¿½øÐÐÅäÖã¬ÕâÖÖÅäÖÃ...


Ïà¹ØËÑË÷

ÈÈÃÅËÑË÷