Show the Qwen LoRA card with qwen-stem picks and apply them on generate.

Co-authored-by: Cursor <cursoragent@cursor.com>

components/studio2/Bench.vue

@@ -171,9 +171,20 @@
        </div>
       </div>
 
-      <div v-if="form.engine!=='qwen21'">
+      <div v-if="['flux','krea','qwen21'].includes(form.engine)">
        <span class="field-label">LoRA</span>
-       <LoraSelect v-model="form.settings.loraStack" compact :names="pickerLoras" :use="currentLoraUse" :clip-strength="!video" filename-subtitle :aliases="{...loraNames.aliases,...library.loraAliases}" :triggers="{...loraNames.triggers,...library.loraTriggers}" missing-label="None" @insert-trigger="form.promptSections.action += ' '+$event" />
+       <LoraSelect
+        v-model="form.settings.loraStack"
+        compact
+        :names="pickerLoras"
+        :use="currentLoraUse"
+        :clip-strength="form.engine!=='qwen21' && !video"
+        filename-subtitle
+        :aliases="{...loraNames.aliases,...library.loraAliases}"
+        :triggers="{...loraNames.triggers,...library.loraTriggers}"
+        missing-label="None"
+        @insert-trigger="form.promptSections.action += ' '+$event"
+       />
       </div>
 
       <div>
@@ -532,7 +543,6 @@ watch(()=>form.engine,(engine,prev)=>{
   form.settings.cfg=1
   form.lockFace=false
   form.lockOutfit=false
-  form.settings.loraStack=[]
  }
 })
 watch(()=>form.enhancePrompt,on=>writeStoredEnhancePrompt(!!on))
@@ -548,7 +558,6 @@ watch(()=>[form.mode,form.engine],([mode,engine])=>{
   form.settings.cfg=1
   form.lockFace=false
   form.lockOutfit=false
-  form.settings.loraStack=[]
  }
  const plan=photosPlan({mode,engine})
  if(!plan.show){form.photos=[];form.imageAId='';form.imageBId='';if(engine==='qwen21')form.identityStillId='';return}

components/studio2/Mobile.vue

@@ -259,7 +259,7 @@
     <template v-else>
      <div>
       <span class="m-label">LoRA</span>
-      <LoraSelect v-model="ctx.form.settings.loraStack" compact :names="ctx.pickerLoras" :use="ctx.currentLoraUse" :clip-strength="!ctx.video" filename-subtitle :aliases="ctx.loraAliases" :triggers="ctx.loraTriggers" missing-label="None" @insert-trigger="ctx.form.promptSections.action += ' '+$event" />
+      <LoraSelect v-model="ctx.form.settings.loraStack" compact :names="ctx.pickerLoras" :use="ctx.currentLoraUse" :clip-strength="ctx.form.engine!=='qwen21' && !ctx.video" filename-subtitle :aliases="ctx.loraAliases" :triggers="ctx.loraTriggers" missing-label="None" @insert-trigger="ctx.form.promptSections.action += ' '+$event" />
      </div>
      <label class="m-label">Seed
       <div class="m-seed">

server/utils/studio2/runner.ts

@@ -406,6 +406,8 @@ async function prepareGraph(r: any) {
             r.sampleDenoise = null
             r.heroReferenceAttached = false
         }
+        await ensureComfyLoraNames('image')
+        applyUserLoraToGraph(graph, s.loraStack)
     }
     else {
         const mode = identityPlan?.mode ?? (q.mode === 'iterate' ? (a ? 'edit' : 'generate') : q.mode);

shared/studio2/contracts.mjs

@@ -79,7 +79,7 @@ export function validateRequest(raw, xaigen = false) {
     photos: Array.isArray(raw.photos) ? raw.photos : [],
     startFrameSource: raw.startClipId ? {kind:'previous-last-frame',clipId:raw.startClipId} : {kind:'still',stillId:raw.imageAId || ''},
     promptSections, compiledPrompt:compilePrompt(promptSections,video,{...raw,engine,lockFace:qwen?false:raw.lockFace,lockOutfit:qwen?false:raw.lockOutfit}),
-    settings: { aspect, fps:number('fps',24,1,60), width, height, steps, cfg, seedMode:raw.settings?.seedMode==='locked'?'locked':'random',seed:shotSeeds[0],duration:number('duration',5,1,15),turbo:raw.settings?.turbo !== false, loraStack:qwen?[]:(Array.isArray(raw.settings?.loraStack)?raw.settings.loraStack:[]) },
+    settings: { aspect, fps:number('fps',24,1,60), width, height, steps, cfg, seedMode:raw.settings?.seedMode==='locked'?'locked':'random',seed:shotSeeds[0],duration:number('duration',5,1,15),turbo:raw.settings?.turbo !== false, loraStack:Array.isArray(raw.settings?.loraStack)?raw.settings.loraStack:[] },
     guides: (Array.isArray(raw.guides)?raw.guides:[]).slice(0,8).map(g=>{ if (!g.stillId || !Number.isInteger(g.frame) || g.frame<1 || g.frame>=frames) fail('Each guide requires a still and positive frame index.'); return {stillId:String(g.stillId),frame:g.frame} }),
     batch: (Array.isArray(raw.batch)?raw.batch:[]).slice(0,30).map(s=>{const next=sectionsFrom({...promptSections,...(typeof s==='string'?{action:s}:s)});if(!next.action.trim())fail('Every shot needs an action prompt.');return video?next:{action:next.action}}) }
 }

utils/loras.ts

@@ -305,23 +305,30 @@ export function inferLoraUse(name: string): LoraUse[] | null {
   return uses.length ? uses : null
 }
 
+/** Qwen 2.1 user adapters: basename stem starts with qwen or qwen2 (not klein). */
+export function isQwenImageLora(name: string) {
+  const stem = loraIdentityKey(name).replace(/\.(safetensors|sft|ckpt|pt|bin)$/i, '')
+  return /^(qwen2|qwen)/i.test(stem)
+}
+
 export function loraMatchesUse(name: string, use: LoraUse) {
-  if (use === 'qwen21') return false
+  if (isSystemGraphLora(name)) return false
-  return !isSystemGraphLora(name) && !!inferLoraUse(name)?.includes(use)
+  if (use === 'qwen21') return isQwenImageLora(name)
+  return !!inferLoraUse(name)?.includes(use)
 }
 
 /** Saved stacks may contain unlabelled adapters; never carry a known wrong engine. */
 export function filterLoraStackForUse(stack: unknown, use: LoraUse, xaigen: boolean) {
   if (use === 'ltx' && !xaigen) return []
-  if (use === 'qwen21') return []
   return filterLoraStackForStudio(stack, xaigen).filter(item => {
+    if (isSystemGraphLora(item.name)) return false
+    if (use === 'qwen21') return isQwenImageLora(item.name)
     const uses = inferLoraUse(item.name)
-    return !isSystemGraphLora(item.name) && (!uses || uses.includes(use))
+    return !uses || uses.includes(use)
   })
 }
 
 export function filterLorasForUse(names: string[], use: LoraUse) {
-  if (use === 'qwen21') return []
   return names.filter(name => loraMatchesUse(name, use))
 }