Wonderful Launcher 文档ComfyUI LoRA ???????????????
??? ComfyUI ??? LoRA??? strength ??????? LoRA?????????
浠€涔堟槸 LoRA锛?
LoRA锛圠ow-Rank Adaptation锛屼綆绉╅€傚簲锛夋槸涓€绉嶆棤闇€浠庡ご閲嶆柊璁粌灏辫兘寰皟 AI 妯″瀷鐨勬妧鏈€傚畠鍙皟鏁翠竴灏忛儴鍒嗗弬鏁帮紝鐢熸垚鐨勬枃浠跺緢灏忥紙閫氬父 10鈥?00 MB锛夛紝鍙互鍔犺浇鍒颁换浣曞吋瀹圭殑鍩虹妯″瀷涔嬩笂銆? 鍙互鎶婂熀纭€妯″瀷鎯宠薄鎴愪竴涓叏鑳界敾甯堬紝LoRA 灏辨槸涓撻」鍩硅璇剧▼ 鈥?涓€涓暀鐢诲笀鐗瑰畾瑙掕壊璁捐锛屽彟涓€涓暀鐗瑰畾鐢婚锛岃繕鏈変竴涓暀鐏厜鎶€宸с€?
涓轰粈涔堢敤 LoRA锛?
| 浼樺娍 | 璇︽儏 |
|---|---|
| *鏂囦欢灏? | 10鈥?00 MB锛岃繙灏忎簬瀹屾暣妯″瀷鐨?2鈥? GB |
| *鍙彔鍔? | 鍚屾椂搴旂敤澶氫釜 LoRA |
| 绮惧噯 | 娣诲姞鐗瑰畾椋庢牸銆佽鑹叉垨姒傚康锛屼笉鏀瑰彉鍩虹妯″瀷 |
| 璧勬簮涓板瘜 | Civitai 鍜?HuggingFace 涓婃湁鏁板崈涓ぞ鍖?LoRA |
蹇€熶笂鎵?
1. 涓嬭浇 LoRA
鍦ㄦā鍨嬪垎浜綉绔欐壘鍒伴渶瑕佺殑 LoRA銆傜‘淇?LoRA 鍜屼綘鐨勫熀纭€妯″瀷鍏煎锛圫D1.5 鐨?LoRA 閰?SD1.5 鐨?checkpoint锛孲DXL 鐨勯厤 SDXL 鐨勶級銆?
2. 瀹夎鏂囦欢
灏嗕笅杞界殑 .safetensors 鏂囦欢鏀惧叆锛?
ComfyUI/models/loras/3. 娣诲姞鑺傜偣
鍦ㄥ伐浣滄祦涓紝鍦?Load Checkpoint 鍜屽悗缁妭鐐逛箣闂存坊鍔?Load LoRA 鑺傜偣锛?
- model 杈撳叆 鈫?杩炴帴 Load Checkpoint 鐨?MODEL 杈撳嚭
- clip 杈撳叆 鈫?杩炴帴 Load Checkpoint 鐨?CLIP 杈撳嚭
Load LoRA 鑺傜偣杈撳嚭淇敼鍚庣殑 model 鍜?clip锛岃繛鎺ュ埌鍚庣画鐨?CLIP Text Encode 鍜?KSampler 鑺傜偣銆?
Load LoRA 鍙傛暟
| 鍙傛暟 | 浣滅敤 |
|---|---|
| lora_name | 閫夋嫨瑕佸簲鐢ㄧ殑 LoRA 鏂囦欢 |
| strength_model | LoRA 瀵瑰浘鍍忕敓鎴愮殑褰卞搷寮哄害锛?.0=鍏抽棴锛?.0=瀹屽叏鐢熸晥锛? |
| strength_clip | LoRA 瀵规枃瀛楃紪鐮佺殑褰卞搷寮哄害锛堥€氬父鍜?strength_model 淇濇寔涓€鑷达級 |
璋冭妭寮哄害
- 0.5鈥?.8 鏄鏁?LoRA 鐨勫ソ璧风偣
- 澶珮锛?1.0锛夊彲鑳戒骇鐢熺憰鐤垫垨杩囧害楗卞拰
- 澶綆锛?0.3锛夊彲鑳芥病鏈夊彲瑙佹晥鏋?- 姣忎釜 LoRA 鏈夎嚜宸辩殑鏈€浣冲€?鈥?闇€瑕佸疄楠?
鍙犲姞澶氫釜 LoRA
鍙互涓茶仈澶氫釜 Load LoRA 鑺傜偣锛?
Load Checkpoint 鈫?Load LoRA (椋庢牸) 鈫?Load LoRA (瑙掕壊) 鈫?CLIP Text Encode 鈫?KSampler鍙犲姞鏃舵敞鎰忥細
- *闄嶄綆姣忎釜 LoRA 鐨勫己搴? 鈥?浠?0.4鈥?.6 寮€濮嬶紝閬垮厤鍐茬獊
- *椤哄簭鍙兘鏈夊奖鍝? 鈥?鏁堟灉涓嶇悊鎯虫椂灏濊瘯涓嶅悓鎺掑垪
- 娉ㄦ剰鍐茬獊 鈥?涓や釜璁粌鍦ㄧ浉浼兼蹇典笂鐨?LoRA 鍙兘浼氫簰鐩稿共鎵?
甯歌 LoRA 绫诲瀷
| 绫诲瀷 | 鐢ㄩ€旂ず渚? |
|---|---|
| 瑙掕壊 | 涓€鑷村湴鐢熸垚鐗瑰畾瑙掕壊 |
| 椋庢牸 | 搴旂敤鑹烘湳椋庢牸锛堟按褰┿€佸儚绱犵敾銆佽禌鍗氭湅鍏嬶級 |
| 姒傚康 | 娣诲姞鐗瑰畾鐗╁搧銆佹湇瑁呮垨鍦烘櫙 |
| 缁嗚妭 | 澧炲己鎵嬮儴銆侀潰閮ㄦ垨绾圭悊 |
鏈€浣冲疄璺?
- *浣跨敤瑙﹀彂璇? 鈥?寰堝 LoRA 闇€瑕佸湪鎻愮ず涓寘鍚壒瀹氬叧閿瘝銆傛煡鐪?LoRA 鐨勮鏄庨〉鑾峰彇杩欎簺淇℃伅
- 鍖归厤鍩虹妯″瀷 鈥?SD1.5 鐨?LoRA 涓嶈兘鐢ㄤ簬 SDXL锛屽弽涔嬩害鐒?- *鍏堢敤绠€鍗曟彁绀烘祴璇? 鈥?鍏堥殧绂?LoRA 鐨勬晥鏋滐紝鍐嶇粨鍚堝鏉傛彁绀?- *娣诲姞鏂?LoRA 鍚庡埛鏂? 鈥?濡傛灉鑺傜偣涓嬫媺鑿滃崟涓病鏈夊嚭鐜帮紝鍒锋柊鎴栭噸鍚?ComfyUI
甯歌闂鍜岃В鍐虫柟娉?
LoRA 鍦ㄤ笅鎷夎彍鍗曚腑涓嶆樉绀?
- 纭繚鏂囦欢鍦?
ComfyUI/models/loras/鐩綍涓紙涓嶆槸瀛愭枃浠跺す锛岄櫎闈炲凡閰嶇疆閫掑綊鎵弿锛?- 娣诲姞鏂版枃浠跺悗鍒锋柊 ComfyUI锛團5锛夋垨閲嶅惎 - 妫€鏌ユ枃浠舵墿灞曞悕 鈥?搴旇鏄?
.safetensors锛堜笉鏄?.ckpt鎴?.pt锛?
LoRA 娌℃湁鍙鏁堟灉
- 寮哄害澶綆 鈥?灏?
strength_model鎻愰珮鍒?0.7鈥?.0 - *缂哄皯瑙﹀彂璇? 鈥?寰堝 LoRA 闇€瑕佸湪鎻愮ず涓寘鍚壒瀹氬叧閿瘝銆傚埌 Civitai 鐨勬ā鍨嬮〉闈㈡煡鐪嬭Е鍙戣瘝
- *鍩虹妯″瀷涓嶅尮閰? 鈥?SD1.5 鐨?LoRA 涓嶈兘鐢ㄤ簬 SDXL checkpoint锛屽弽涔嬩害鐒?
鍑哄浘鐪嬭捣鏉?鐐镐簡"鎴栬繃搴﹂ケ鍜?
- 寮哄害澶珮 鈥?灏?
strength_model闄嶄綆鍒?0.5鈥?.7 - LoRA 鍐茬獊 鈥?濡傛灉鍙犲姞浜嗗涓?LoRA锛岄檷浣庢瘡涓殑寮哄害
- cfg 澶珮 鈥?灏?KSampler 鐨?cfg 鍊奸檷浣庡埌 6鈥?
鎶ラ敊锛?LoRA key not found" 鎴栫被浼奸敊璇?
- 鐗堟湰涓嶅尮閰?鈥?LoRA 鏄负涓嶅悓妯″瀷鏋舵瀯璁粌鐨?- 涓嬭浇鎹熷潖 鈥?閲嶆柊涓嬭浇 LoRA 鏂囦欢
涓嬩竴姝?
- [鏂囩敓鍥炬暀绋媇(/docs/text-to-image) 鈥?鍏堟帉鎻″熀纭€宸ヤ綔娴佸啀浣跨敤 LoRA
- [鍥剧敓鍥炬暀绋媇(/docs/image-to-image) 鈥?灏?LoRA 涓庡弬鑰冨浘缁撳悎
- 鍥剧墖鏀惧ぇ鎸囧崡 鈥?澧炲己 LoRA 鐢熸垚鐨勫浘鐗?