feat(upstream): custom 模型按媒体分类配置参考文件上限

- ModelConfig 新增 max_reference_videos / max_reference_audios
  (配合既有 max_reference_images);admin 读写接口透传
- custom 模型表单去掉「参考模式」下拉,改为参考图/参考视频/
  参考音频三个数量输入;合计张数走 totalRefLimit 校验
- vivid 上游 /v1/uploads 按文件魔数自动选 kind(image/video/
  audio)与 mime;openai 协议上游遇视频/音频参考自动跳过换号
- videoCaps 让 custom 模型的分类上限在画图台/文档徽标生效
- reference_mode 请求级 override 放行 "media"

Generated with [Devin](https://devin.ai)

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>

backend/internal/model/models.go

@@ -139,6 +139,10 @@ type ModelConfig struct {
 	DurationPricesAgent datatypes.JSONMap `gorm:"type:jsonb;column:duration_prices_agent"`
 	Durations           datatypes.JSON    `gorm:"type:jsonb"`
 	MaxReferenceImages  int               `gorm:"not null;default:0"`
+	// Per-kind reference caps for upstreams that accept video/audio refs
+	// (vivid-protocol custom upstreams). 0 = that kind is not accepted.
+	MaxReferenceVideos int    `gorm:"not null;default:0"`
+	MaxReferenceAudios int    `gorm:"not null;default:0"`
 	ReferenceMode      string `gorm:"size:32;not null;default:'none'"`
 	// Custom-upstream models (provider="custom"): UpstreamModel is the model name
 	// sent to the upstream OpenAI-compatible API; the base_url + key live on the

backend/internal/provider/custom/client.go

@@ -178,14 +178,13 @@ func (c *Client) vividPayload(ctx context.Context, baseURL, apiKey, model, promp
 	return payload, nil
 }
 
-// vividUploadRef runs the two-step upload: POST /v1/uploads {kind:"image",mime}
+// vividUploadRef runs the two-step upload: POST /v1/uploads {kind,mime} → PUT
-// → PUT the bytes to the presigned url → returns the key for refs[].
+// the bytes to the presigned url → returns the key for refs[]. kind is image /
+// video / audio, derived from the file magic (same classes the upstream
+// accepts: png/jpeg/webp · mp4/webm/mov · mp3/wav/m4a/ogg).
 func (c *Client) vividUploadRef(ctx context.Context, baseURL, apiKey string, data []byte) (string, error) {
-	mime := http.DetectContentType(data)
+	kind, mime := vividRefKindMime(data)
-	if mime == "" || mime == "application/octet-stream" {
+	raw, _ := json.Marshal(map[string]any{"kind": kind, "mime": mime})
-		mime = "image/png"
-	}
-	raw, _ := json.Marshal(map[string]any{"kind": "image", "mime": mime})
 	up, err := c.doJSON(ctx, http.MethodPost, baseURL+"/v1/uploads", apiKey, raw)
 	if err != nil {
 		return "", err
@@ -213,6 +212,58 @@ func (c *Client) vividUploadRef(ctx context.Context, baseURL, apiKey string, dat
 	return key, nil
 }
 
+// vividRefKindMime classifies a reference blob into the vivid "kind" (image /
+// video / audio) plus a concrete mime. Magic bytes first (DetectContentType
+// misses mov/m4a/ogg-audio), then sniffing, then a png default.
+func vividRefKindMime(data []byte) (kind, mime string) {
+	n := len(data)
+	// ISOBMFF box: ftyp — mp4/mov/m4a share the container; the brand decides.
+	if n >= 12 && string(data[4:8]) == "ftyp" {
+		brand := string(data[8:12])
+		switch {
+		case strings.Contains(brand, "M4A"), strings.Contains(brand, "M4B"):
+			return "audio", "audio/mp4"
+		case strings.Contains(brand, "qt"):
+			return "video", "video/quicktime"
+		default:
+			return "video", "video/mp4"
+		}
+	}
+	// WebM/MKV EBML
+	if n >= 4 && data[0] == 0x1A && data[1] == 0x45 && data[2] == 0xDF && data[3] == 0xA3 {
+		return "video", "video/webm"
+	}
+	// MP3: ID3 tag or MPEG sync
+	if n >= 3 && string(data[:3]) == "ID3" {
+		return "audio", "audio/mpeg"
+	}
+	if n >= 2 && data[0] == 0xFF && (data[1]&0xE0) == 0xE0 {
+		return "audio", "audio/mpeg"
+	}
+	// WAV / OGG / FLAC
+	if n >= 4 && string(data[:4]) == "RIFF" {
+		return "audio", "audio/wav"
+	}
+	if n >= 4 && string(data[:4]) == "OggS" {
+		return "audio", "audio/ogg"
+	}
+	if n >= 4 && string(data[:4]) == "fLaC" {
+		return "audio", "audio/x-flac"
+	}
+	// Sniffed type (images land here; also catches anything odd above missed).
+	if m := http.DetectContentType(data); m != "" && m != "application/octet-stream" {
+		switch {
+		case strings.HasPrefix(m, "video/"):
+			return "video", m
+		case strings.HasPrefix(m, "audio/"), m == "application/ogg":
+			return "audio", m
+		case strings.HasPrefix(m, "image/"):
+			return "image", m
+		}
+	}
+	return "image", "image/png"
+}
+
 // vividGenerate POSTs /v1/generate and reads the NDJSON stream to the terminal
 // frame. If the stream drops before terminal, it reconnects once with the
 // jobId (same-request resume — no new task, no double charge).

backend/internal/provider/custom/client_vivid_test.go

@@ -141,6 +141,56 @@ func TestVividErrorCodes(t *testing.T) {
 	}
 }
 
+func TestVividRefKindMime(t *testing.T) {
+	cases := []struct {
+		name string
+		data []byte
+		kind string
+	}{
+		{"png", []byte{0x89, 0x50, 0x4E, 0x47, 0x0D, 0x0A, 0x1A, 0x0A, 1, 2, 3, 4}, "image"},
+		{"jpeg", []byte{0xFF, 0xD8, 0xFF, 0xE0, 1, 2, 3, 4, 5, 6}, "image"},
+		{"mp4", []byte{0, 0, 0, 0, 'f', 't', 'y', 'p', 'i', 's', 'o', 'm'}, "video"},
+		{"mov", []byte{0, 0, 0, 0, 'f', 't', 'y', 'p', 'q', 't', ' ', ' '}, "video"},
+		{"webm", []byte{0x1A, 0x45, 0xDF, 0xA3, 1, 2, 3, 4}, "video"},
+		{"mp3-id3", []byte{'I', 'D', '3', 4, 0, 0, 1, 2}, "audio"},
+		{"mp3-sync", []byte{0xFF, 0xFB, 1, 2, 3, 4}, "audio"},
+		{"wav", []byte{'R', 'I', 'F', 'F', 1, 2, 3, 4, 'W', 'A', 'V', 'E'}, "audio"},
+		{"ogg", []byte{'O', 'g', 'g', 'S', 1, 2, 3, 4}, "audio"},
+		{"m4a", []byte{0, 0, 0, 0, 'f', 't', 'y', 'p', 'M', '4', 'A', ' '}, "audio"},
+		{"empty", []byte{}, "image"},
+	}
+	for _, tc := range cases {
+		kind, mime := vividRefKindMime(tc.data)
+		if kind != tc.kind {
+			t.Errorf("%s: kind=%s mime=%s", tc.name, kind, mime)
+		}
+	}
+}
+
+func TestVividUploadRefKindVideo(t *testing.T) {
+	var gotKind, gotMime string
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/v1/uploads" {
+			var req map[string]any
+			_ = json.NewDecoder(r.Body).Decode(&req)
+			gotKind, _ = req["kind"].(string)
+			gotMime, _ = req["mime"].(string)
+			fmt.Fprintf(w, `{"key":"k1","url":"http://%s/up"}`, r.Host)
+			return
+		}
+		w.WriteHeader(http.StatusOK)
+	}))
+	defer srv.Close()
+	webm := []byte{0x1A, 0x45, 0xDF, 0xA3, 1, 2, 3, 4, 5, 6, 7, 8}
+	key, err := NewClient().vividUploadRef(context.Background(), srv.URL, "vk", webm)
+	if err != nil {
+		t.Fatalf("upload: %v", err)
+	}
+	if key != "k1" || gotKind != "video" || gotMime != "video/webm" {
+		t.Fatalf("key=%q kind=%q mime=%q", key, gotKind, gotMime)
+	}
+}
+
 func TestVividUploadRefFlow(t *testing.T) {
 	var putOK bool
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {

backend/internal/service/admin_read.go

@@ -102,6 +102,8 @@ func (s *AdminReadService) ModelsView(ctx context.Context) ([]map[string]any, er
 			"duration_prices_agent": map[string]any(item.DurationPricesAgent),
 			"durations":             repo.JSONStrings(item.Durations),
 			"max_reference_images":  item.MaxReferenceImages,
+			"max_reference_videos":  item.MaxReferenceVideos,
+			"max_reference_audios":  item.MaxReferenceAudios,
 			"reference_mode":        item.ReferenceMode,
 			"weight":                item.Weight,
 			"generation_count":      item.GenerationCount,

backend/internal/service/admin_write.go

@@ -401,6 +401,8 @@ func (s *AdminWriteService) CreateModel(ctx context.Context, body map[string]any
 		DurationPricesAgent: jsonMap(body["duration_prices_agent"]),
 		Durations:           jsonArray(body["durations"]),
 		MaxReferenceImages:  intValue(body["max_reference_images"]),
+		MaxReferenceVideos:  intValue(body["max_reference_videos"]),
+		MaxReferenceAudios:  intValue(body["max_reference_audios"]),
 		ReferenceMode:       defaultString(strings.TrimSpace(stringValue(body["reference_mode"])), "none"),
 		Weight:              intValue(body["weight"]),
 		CreatedAt:           time.Now(),
@@ -477,6 +479,12 @@ func (s *AdminWriteService) UpdateModel(ctx context.Context, modelID string, bod
 	if _, ok := body["max_reference_images"]; ok {
 		patch["max_reference_images"] = intValue(body["max_reference_images"])
 	}
+	if _, ok := body["max_reference_videos"]; ok {
+		patch["max_reference_videos"] = intValue(body["max_reference_videos"])
+	}
+	if _, ok := body["max_reference_audios"]; ok {
+		patch["max_reference_audios"] = intValue(body["max_reference_audios"])
+	}
 	if _, ok := body["reference_mode"]; ok {
 		patch["reference_mode"] = defaultString(strings.TrimSpace(stringValue(body["reference_mode"])), "none")
 	}

backend/internal/service/user_generation.go

@@ -95,9 +95,10 @@ func (s *UserGenerationService) Generate(ctx context.Context, user *model.User,
 	}
 }
 
-// validateReferenceMode mirrors the /v1 checks: the override must be "frame"
+// validateReferenceMode mirrors the /v1 checks: the override must be "frame",
-// or "asset", the model must support references at all, and frame mode carries
+// "asset" or "media", the model must support references at all, and frame mode
-// at most 2 images (first+last frame).
+// carries at most 2 images (first+last frame). "media" = 参考视频/音频 — refs
+// may be video or audio blobs (vivid-style upstreams that accept all kinds).
 func validateReferenceMode(rm string, modelItem *model.ModelConfig, refCount int) error {
 	rm = strings.TrimSpace(rm)
 	if rm == "" {
@@ -107,8 +108,8 @@ func validateReferenceMode(rm string, modelItem *model.ModelConfig, refCount int
 	if supported == "" || supported == "none" {
 		return fmt.Errorf("%w: reference_mode not supported for this model", ErrUnsupportedParams)
 	}
-	if rm != "frame" && rm != "asset" {
+	if rm != "frame" && rm != "asset" && rm != "media" {
-		return fmt.Errorf("%w: reference_mode must be 'frame' or 'asset'", ErrUnsupportedParams)
+		return fmt.Errorf("%w: reference_mode must be 'frame', 'asset' or 'media'", ErrUnsupportedParams)
 	}
 	if rm == "frame" && refCount > 2 {
 		return fmt.Errorf("%w: frame mode supports at most 2 reference images (first+last frame), got %d", ErrUnsupportedParams, refCount)

backend/internal/service/v1.go

@@ -224,7 +224,7 @@ type V1VideoRequest struct {
 	AspectRatio     string
 	Resolution      string
 	ReferenceImages []string
-	ReferenceMode   string // "frame" or "asset", overrides model default
+	ReferenceMode   string // "frame", "asset" or "media", overrides model default
 	// BaseURL — see V1ImageRequest.BaseURL.
 	BaseURL string
 	// AccountID — see V1ImageRequest.AccountID.
@@ -1273,7 +1273,7 @@ func (s *V1Service) prepareImage(ctx context.Context, principal *APIPrincipal, i
 	}
 	refLimit := 0
 	if modelItem.ImageToImage {
-		refLimit = modelItem.MaxReferenceImages
+		refLimit = totalRefLimit(modelItem)
 		if refLimit <= 0 {
 			refLimit = 1
 		}
@@ -1362,7 +1362,7 @@ func (s *V1Service) prepareVideo(ctx context.Context, principal *APIPrincipal, i
 	} else if !ok {
 		return nil, "", "", "", 0, ErrNoProviderAccount
 	}
-	refLimit := modelItem.MaxReferenceImages
+	refLimit := totalRefLimit(modelItem)
 	if refLimit <= 0 {
 		refLimit = 10
 	}
@@ -2120,6 +2120,44 @@ func (s *V1Service) generateRunwayVideo(ctx context.Context, eventID string, mod
 	return nil, "", lastErr
 }
 
+// totalRefLimit is the aggregate reference-file cap across all media kinds.
+// Models with per-kind caps (max_reference_videos/audios) total them; legacy
+// models only have max_reference_images, so the sum degenerates correctly.
+func totalRefLimit(m *model.ModelConfig) int {
+	return m.MaxReferenceImages + m.MaxReferenceVideos + m.MaxReferenceAudios
+}
+
+// refKinds counts decoded refs by media class (image / video / audio) using the
+// same magic-byte detection the leonardo upload path relies on.
+func refKinds(refs [][]byte) (images, videos, audios int) {
+	for _, r := range refs {
+		switch detectMediaType(r) {
+		case "video":
+			videos++
+		case "audio":
+			audios++
+		default:
+			images++
+		}
+	}
+	return
+}
+
+// checkCustomRefCaps validates decoded refs against a custom model's per-kind
+// caps (Chinese messages mirror the leonardo spec errors).
+func checkCustomRefCaps(modelItem *model.ModelConfig, refs [][]byte) (images, videos, audios int, err error) {
+	images, videos, audios = refKinds(refs)
+	switch {
+	case videos > modelItem.MaxReferenceVideos:
+		err = fmt.Errorf("最多 %d 段视频参考", modelItem.MaxReferenceVideos)
+	case audios > modelItem.MaxReferenceAudios:
+		err = fmt.Errorf("最多 %d 段音频参考", modelItem.MaxReferenceAudios)
+	case images > modelItem.MaxReferenceImages:
+		err = fmt.Errorf("最多 %d 张图片参考", modelItem.MaxReferenceImages)
+	}
+	return
+}
+
 // customAccountServes reports whether a custom (upstream) account is usable for a
 // given model id: active, not dead, has a base_url, and its meta.models list (csv
 // of model ids it serves) contains the id. An empty models list serves ALL ids.
@@ -2201,7 +2239,11 @@ func (s *V1Service) generateCustomImage(ctx context.Context, eventID string, mod
 	if s.custom == nil {
 		return nil, "", errors.New("custom client not configured")
 	}
-	refs, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
+	refs, err := decodeReferenceImages(in.ReferenceImages, max(1, totalRefLimit(modelItem)))
+	if err != nil {
+		return nil, "", err
+	}
+	_, vids, auds, err := checkCustomRefCaps(modelItem, refs)
 	if err != nil {
 		return nil, "", err
 	}
@@ -2229,10 +2271,17 @@ func (s *V1Service) generateCustomImage(ctx context.Context, eventID string, mod
 			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
 			_ = s.tokens.TouchLastUsed(ctx, token.ID)
 			baseURL := stringValue(token.Meta["base_url"])
+			vivid := strings.EqualFold(stringValue(token.Meta["protocol"]), "vivid")
+			if !vivid && (vids > 0 || auds > 0) {
+				// OpenAI-protocol upstreams only accept image refs — skip this
+				// account; another vivid-protocol account may still serve.
+				lastErr = errors.New("upstream does not accept video/audio refs")
+				return false, true
+			}
 			var d []byte
 			var u string
 			var genErr error
-			if strings.EqualFold(stringValue(token.Meta["protocol"]), "vivid") {
+			if vivid {
 				d, u, genErr = s.custom.GenerateVividImage(ctx, baseURL, token.Value, modelItem.ID, in.Prompt, aspectRatio, vividQuality(resolution), refs, !urlOnly)
 			} else {
 				d, u, genErr = s.custom.GenerateImage(ctx, baseURL, token.Value, modelItem.ID, in.Prompt, size, quality, refs, !urlOnly)
@@ -2291,9 +2340,13 @@ func (s *V1Service) generateCustomVideo(ctx context.Context, eventID string, mod
 		return nil, "", ErrNoProviderAccount
 	}
 	size := upstreamVideoSize(aspectRatio, resolution)
-	// Optional reference frames (image-to-video / first-last frames) — forwarded
+	// Optional reference files (images / videos / audios for vivid upstreams;
-	// to the upstream as multipart input_reference[] files.
+	// images only for OpenAI-protocol ones).
-	frames, err := decodeReferenceImages(in.ReferenceImages, max(1, modelItem.MaxReferenceImages))
+	frames, err := decodeReferenceImages(in.ReferenceImages, max(1, totalRefLimit(modelItem)))
+	if err != nil {
+		return nil, "", err
+	}
+	_, vids, auds, err := checkCustomRefCaps(modelItem, frames)
 	if err != nil {
 		return nil, "", err
 	}
@@ -2311,10 +2364,15 @@ func (s *V1Service) generateCustomVideo(ctx context.Context, eventID string, mod
 			_ = s.events.SetAccount(ctx, eventID, token.ID, token.AccountEmail)
 			_ = s.tokens.TouchLastUsed(ctx, token.ID)
 			baseURL := stringValue(token.Meta["base_url"])
+			vivid := strings.EqualFold(stringValue(token.Meta["protocol"]), "vivid")
+			if !vivid && (vids > 0 || auds > 0) {
+				lastErr = errors.New("upstream does not accept video/audio refs")
+				return false, true
+			}
 			var d []byte
 			var url string
 			var genErr error
-			if strings.EqualFold(stringValue(token.Meta["protocol"]), "vivid") {
+			if vivid {
 				d, url, genErr = s.custom.GenerateVividVideo(ctx, baseURL, token.Value, modelItem.ID, in.Prompt, aspectRatio, vividQuality(resolution), durationSeconds, frames, downloadResult)
 			} else {
 				d, url, genErr = s.custom.GenerateVideo(ctx, baseURL, token.Value, modelItem.ID, in.Prompt, size, durationSeconds, frames, downloadResult)

frontend/src/components/CustomModelModal.vue

@@ -1,5 +1,5 @@
 <script setup>
-import { ref, computed, watch } from 'vue'
+import { ref, computed } from 'vue'
 import { api, jsonBody } from '../api'
 import Icon from './Icon.vue'
 import SelectMenu from './SelectMenu.vue'
@@ -19,7 +19,8 @@ const alias = ref('')
 const type = ref('image')
 const ratios = ref(['1:1', '16:9', '9:16'])
 const maxRefs = ref(0)
-const refMode = ref('none')
+const maxRefVids = ref(0)
+const maxRefAuds = ref(0)
 const weight = ref(0)
 // tier -> { price, agent } — blank price means the tier is NOT supported.
 const res = ref(Object.fromEntries(ALL_RES.map((r) => [r, { price: '', agent: '' }])))
@@ -52,12 +53,6 @@ const isVideo = computed(() => type.value === 'video')
 // Resolution tiers depend on type: image = 1K/2K/4K, video = 540p/720p/1080p/2K/4K.
 const resOpts = computed(() => (isVideo.value ? VID_RES : IMG_RES))
 
-// 首尾帧(frame) only has first+last slots → cap reference images at 2.
-const refsCap = computed(() => (refMode.value === 'frame' ? 2 : 99))
-watch([refMode, maxRefs], () => {
-  if (refMode.value === 'frame' && Number(maxRefs.value) > 2) maxRefs.value = 2
-})
-
 function toggleRatio(r) {
   const i = ratios.value.indexOf(r)
   if (i >= 0) ratios.value.splice(i, 1)
@@ -84,7 +79,6 @@ function collect(tiers, allowed) {
 async function save() {
   const mid = id.value.trim()
   if (!mid) { error.value = '请填写模型 id'; return }
-  if (refMode.value === 'frame' && Number(maxRefs.value) > 2) maxRefs.value = 2
   const r = collect(res.value, resOpts.value)
   if (!r.keys.length) { error.value = '请至少勾选一个分辨率并填价格'; return }
   const body = {
@@ -97,9 +91,12 @@ async function save() {
     prices_agent: r.agent,
     ratios: ratios.value.slice(),
     max_reference_images: Number(maxRefs.value) || 0,
-    reference_mode: refMode.value,
+    max_reference_videos: Number(maxRefVids.value) || 0,
+    max_reference_audios: Number(maxRefAuds.value) || 0,
+    // asset 语义 = 通用参考文件;vivid 上游按 refs[] 直传,模式字段不再做区分
+    reference_mode: (Number(maxRefs.value) + Number(maxRefVids.value) + Number(maxRefAuds.value)) > 0 ? 'asset' : 'none',
     weight: Number(weight.value) || 0,
-    image_to_image: (Number(maxRefs.value) || 0) > 0,
+    image_to_image: (Number(maxRefs.value) + Number(maxRefVids.value) + Number(maxRefAuds.value)) > 0,
   }
   if (isVideo.value) {
     body.resolutions = r.keys
@@ -192,14 +189,21 @@ async function save() {
           </div>
         </div>
 
+        <div>
+          <label class="text-xs text-slate-500 block mb-1">参考文件上限(各类数量,vivid 上游支持三种;openai 协议只收图)</label>
           <div class="flex gap-3">
             <div class="flex-1">
-            <label class="text-xs text-slate-500 block mb-1">参考图张数<span v-if="refMode==='frame'" class="text-white/40">(首尾帧最多 2)</span></label>
+              <label class="text-[11px] text-slate-400 block mb-1">参考图</label>
-            <input v-model.number="maxRefs" type="number" min="0" :max="refsCap" class="field h-10" />
+              <input v-model.number="maxRefs" type="number" min="0" class="field h-10" placeholder="0" />
             </div>
             <div class="flex-1">
-            <label class="text-xs text-slate-500 block mb-1">参考模式</label>
+              <label class="text-[11px] text-slate-400 block mb-1">参考视频</label>
-            <SelectMenu v-model="refMode" :options="[{value:'none',label:'无'},{value:'asset',label:'参考图'},{value:'frame',label:'首尾帧(视频)'}]" />
+              <input v-model.number="maxRefVids" type="number" min="0" class="field h-10" placeholder="0" />
+            </div>
+            <div class="flex-1">
+              <label class="text-[11px] text-slate-400 block mb-1">参考音频</label>
+              <input v-model.number="maxRefAuds" type="number" min="0" class="field h-10" placeholder="0" />
+            </div>
           </div>
         </div>
 

frontend/src/videoCaps.js

@@ -15,10 +15,11 @@ export function mediaCaps(model, preset) {
   // creativefabrica 上游只收图片参考(VIDEO_FRAME_TYPE_REFERENCE),不收视频/音频;
   // 它虽然叫 seedance,但要排除,否则会错误地显示「视频 3 音频 3」。
   const isSeedance = /^seedance/.test(model?.id || '') && (model?.provider || '') !== 'creativefabrica'
-  const videos = declared(preset?.max_videos) ?? (isSeedance ? SEEDANCE_FALLBACK.videos : 0)
+  // preset 优先;custom 上游模型直接在模型字段里声明(max_reference_videos/audios)。
-  const audios = declared(preset?.max_audios) ?? (isSeedance ? SEEDANCE_FALLBACK.audios : 0)
+  const videos = declared(preset?.max_videos) ?? declared(model?.max_reference_videos) ?? (isSeedance ? SEEDANCE_FALLBACK.videos : 0)
+  const audios = declared(preset?.max_audios) ?? declared(model?.max_reference_audios) ?? (isSeedance ? SEEDANCE_FALLBACK.audios : 0)
   if (!videos && !audios) return null
-  return { images: declared(preset?.max_images) ?? 0, videos, audios }
+  return { images: declared(preset?.max_images) ?? declared(model?.max_reference_images) ?? 0, videos, audios }
 }
 
 // presetMap 把 /video-presets 的列表转成 key → preset，便于按模型 id 取预设。