Wonderful Launcher 文件ComfyUI LoRA ?????????????
??? ComfyUI ??? LoRA??? strength ??????? LoRA?????????
浠€楹兼槸 LoRA锛?
LoRA锛圠ow-Rank Adaptation锛夋槸涓€绋井瑾?AI 妯″瀷鐨勬妧琛擄紝鐒￠渶寰為牠閲嶆柊瑷撶反銆侺oRA 涓嶆渻淇敼妯″瀷鐨勬墍鏈夊弮鏁革紝鑰屽彧瑾挎暣涓€灏忛儴鍒?鈥?鐢㈢敓鐨勬獢妗堥潪甯稿皬宸э紙閫氬父 10鈥?00 MB锛夛紝鍙互杓夊叆鍒颁换浣曠浉瀹圭殑 base model 涓娿€? 鍙互鎶?base model 鎯冲儚鎴愪竴浣嶅叏鑳界暙瀹讹紝鑰?LoRA 灏卞儚灏堥杸鐨勮〒绶磋绋?鈥?涓€鍫傛暀鐗瑰畾瑙掕壊瑷▓锛屽彟涓€鍫傛暀鐗瑰畾钘濊棰ㄦ牸锛岄倓鏈変竴鍫傛暀鎵撳厜鎶€宸с€?
鐐轰粈楹艰鐢?LoRA锛?
| 鍎嫝 | 瑾槑 |
|---|---|
| *妾旀灏? | 10鈥?00 MB锛岀浉姣斿畬鏁存ā鍨嬬殑 2鈥? GB |
| *鍙枈鍔? | 鍚屾檪濂楃敤澶氬€?LoRA |
| 閲濆皪鎬у挤 | 娣诲姞鐗瑰畾棰ㄦ牸銆佽鑹叉垨姒傚康锛屼笉鏀硅畩 base model |
| 璩囨簮璞愬瘜 | Civitai 鍜?HuggingFace 涓婃湁鏁稿崈鍊嬬ぞ缇?LoRA |
闁嬪浣跨敤
1. 涓嬭級 LoRA
鍦ㄦā鍨嬪垎浜恫绔欎笂灏嬫壘 LoRA銆傜⒑瑾?LoRA 鑸囦綘鐨?base model 鐩稿锛堜緥濡傦細SD1.5 鐨?LoRA 閰?SD1.5 checkpoint锛孲DXL 鐨?LoRA 閰?SDXL checkpoint锛夈€?
2. 瀹夎妾旀
灏囦笅杓夌殑 .safetensors 妾旀鏀惧叆锛?
ComfyUI/models/loras/3. 鏂板绡€榛?
鍦ㄥ伐浣滄祦绋嬩腑锛屾柤 Load Checkpoint 鍜屽叾椁?pipeline 涔嬮枔鏂板 Load LoRA 绡€榛炪€傞€ｆ帴锛?
- model 杓稿叆 鈫?渚嗚嚜 Load Checkpoint 鐨?MODEL 杓稿嚭
- clip 杓稿叆 鈫?渚嗚嚜 Load Checkpoint 鐨?CLIP 杓稿嚭
Load LoRA 绡€榛炴渻杓稿嚭鍏╄€呯殑淇敼鐗堟湰锛岀劧寰屽皣瀹冨€戦€ｆ帴鍒?CLIP Text Encode 鍜?KSampler 绡€榛炪€?
Load LoRA 鍙冩暩
| 鍙冩暩 | 鍔熻兘 |
|---|---|
| lora_name | 閬告搰瑕佸鐢ㄧ殑 LoRA 妾旀 |
| strength_model | LoRA 灏嶅湒鐗囩敓鎴愮殑褰遍熆绋嬪害锛?.0 = 闂滈枆锛?.0 = 瀹屽叏鐢熸晥锛? |
| strength_clip | LoRA 灏嶆枃瀛楃法纰肩殑褰遍熆绋嬪害锛堥€氬父鑸?strength_model 淇濇寔涓€鑷达級 |
瑾挎暣 Strength
- 0.5鈥?.8 灏嶅ぇ澶氭暩 LoRA 渚嗚鏄笉閷殑璧峰绡勫湇
- 澶珮锛?1.0锛夊彲鑳界敘鐢熷伣褰辨垨閬庡害椋藉拰
- 澶綆锛?0.3锛夊彲鑳界湅涓嶅嚭鏁堟灉
- 姣忓€?LoRA 閮芥湁鑷繁鐨勬渶浣冲€?鈥?闇€瑕佸椹楁壘鍑?
鐤婂姞澶氬€?LoRA
浣犲彲浠ュ皣澶氬€?Load LoRA 绡€榛炰覆鑱€傚墠涓€鍊嬬殑杓稿嚭鎺ュ埌涓嬩竴鍊嬬殑杓稿叆锛?
Load Checkpoint 鈫?Load LoRA (style) 鈫?Load LoRA (character) 鈫?CLIP Text Encode 鈫?KSampler鐤婂姞鏅傛敞鎰忥細
- 闄嶄綆鍊嬪垾 strength 鈥?姣忓€嬪緸 0.4鈥?.6 闁嬪锛岄伩鍏嶈绐?- *闋嗗簭鍙兘鏈夊奖闊? 鈥?濡傛灉绲愭灉涓嶇悊鎯筹紝鍢楄│涓嶅悓鎺掑垪
- 鐣欐剰琛濈獊 鈥?鍏╁€嬭〒绶村湪鐩镐技姒傚康涓婄殑 LoRA 鍙兘浜掔浉骞叉摼
甯歌 LoRA 椤炲瀷
| 椤炲瀷 | 浣跨敤绡勪緥 |
|---|---|
| Character | 涓€鑷村湴鐢熸垚鐗瑰畾瑙掕壊 |
| Style | 濂楃敤钘濊棰ㄦ牸锛坵atercolor銆乸ixel art銆乧yberpunk锛? |
| Concept | 娣诲姞鐗瑰畾鐗╀欢銆佹湇瑁濇垨鍫存櫙 |
| Detail | 澧炲挤鎵嬮儴銆佽噳閮ㄦ垨鏉愯唱绱扮瘈 |
鏈€浣冲韪?
- 浣跨敤 trigger word 鈥?瑷卞 LoRA 闇€瑕佸湪 prompt 涓姞鍏ョ壒瀹氶棞閸靛瓧銆傛煡鐪?LoRA 瑾槑闋侀潰浜嗚В瑭虫儏
- 鍖归厤 base model 鈥?SD1.5 鐨?LoRA 涓嶉仼鐢ㄦ柤 SDXL锛屽弽涔嬩害鐒?- 鍏堢敤绨″柈 prompt 娓│ 鈥?鍏堝柈鐛ㄨ瀵?LoRA 鐨勬晥鏋滐紝鍐嶆惌閰嶈闆?prompt
- 鏂板 LoRA 妾旀寰岄噸鏂版暣鐞?ComfyUI锛屽鏋滃湪涓嬫媺閬稿柈涓湅涓嶅埌
甯歌鍟忛鑸囪В姹烘柟妗?
LoRA 娌掓湁鍑虹従鍦ㄤ笅鎷夐伕鍠?
- 纰鸿獚妾旀鍦?
ComfyUI/models/loras/锛堜笉鏄瓙璩囨枡澶撅紝闄ら潪 ComfyUI 宸茶ō瀹氶仦杩存巸鎻忥級 - 鏂板妾旀寰岄噸鏂版暣鐞?ComfyUI锛團5锛夋垨閲嶆柊鍟熷嫊
- 妾㈡煡鍓獢鍚?鈥?鎳夌偤
.safetensors锛堜笉鏄?.ckpt鎴?.pt锛?
LoRA 娌掓湁鏄庨’鏁堟灉
- Strength 澶綆 鈥?灏?
strength_model鎻愰珮鍒?0.7鈥?.0 - 缂哄皯 trigger word 鈥?瑷卞 LoRA 闇€瑕佸湪 prompt 涓姞鍏ョ壒瀹氶棞閸靛瓧銆傚埌 Civitai 鐨勬ā鍨嬮爜闈㈡煡鐪?trigger word
- Base model 涓嶅皪 鈥?SD1.5 鐨?LoRA 鐒℃硶鐢ㄦ柤 SDXL checkpoint锛屽弽涔嬩害鐒?
杓稿嚭鐪嬭捣渚嗐€岄亷搴﹁檿鐞嗐€嶆垨閬庡害椋藉拰
- Strength 澶珮 鈥?灏?
strength_model闄嶄綆鍒?0.5鈥?.7 - LoRA 琛濈獊 鈥?濡傛灉鐤婂姞澶氬€?LoRA锛岄檷浣庢瘡鍊嬬殑 strength
- cfg 澶珮 鈥?灏?KSampler 鐨?cfg 鍊奸檷浣庡埌 6鈥?
閷瑷婃伅锛?LoRA key not found" 鎴栭浼奸尟瑾?
- 鐗堟湰涓嶅尮閰?鈥?瑭?LoRA 鏄偤涓嶅悓鐨勬ā鍨嬫灦妲嬭〒绶寸殑
- 涓嬭級鎼嶅 鈥?閲嶆柊涓嬭級 LoRA 妾旀
涓嬩竴姝?
- Text to Image 鈥?鍦ㄦ坊鍔?LoRA 涔嬪墠鍏堟帉鎻″熀绀庡伐浣滄祦绋?- Image to Image 鈥?灏?LoRA 鑸囧弮鑰冨湒鐗囩祼鍚堜娇鐢?- Upscale Guide 鈥?澧炲挤 LoRA 鐢熸垚鐨勫湒鐗囧搧璩?