feat(server): add recipe-based model management (#2176)

examples/server/recipes/wan22-i2v.json

@@ -0,0 +1,62 @@
+{
+  "schema_version": 1,
+  "id": "wan22-i2v",
+  "name": "Wan 2.2 I2V A14B",
+  "description": "Image-to-video. Select a start image in Video Generation after loading. LightX2V acceleration LoRAs must match the I2V low- and high-noise models; configure LoRAs and sampling separately.",
+  "model_url": "https://huggingface.co/Wan-AI/Wan2.2-I2V-A14B",
+  "slots": [
+    {
+      "id": "diffusion_model",
+      "label": "Low-noise diffusion model",
+      "required": true
+    },
+    {
+      "id": "high_noise_diffusion_model",
+      "required": true
+    },
+    {
+      "id": "t5xxl",
+      "label": "UMT5-XXL",
+      "required": true
+    },
+    {
+      "id": "vae",
+      "label": "Wan 2.1 VAE",
+      "required": false
+    },
+    {
+      "id": "tae",
+      "required": false
+    }
+  ],
+  "required_any": [
+    [
+      "vae",
+      "tae"
+    ]
+  ],
+  "defaults": {
+    "sampling_method": "euler",
+    "video_frames": 33,
+    "fps": 16,
+    "flow_shift": 5,
+    "high_noise_steps": -1,
+    "high_noise_cfg_scale": 3.5,
+    "high_noise_sampling_method": "euler",
+    "high_noise_flow_shift": 5,
+    "cfg_scale": 3.5,
+    "steps": 20,
+    "width": 1280,
+    "height": 720,
+    "moe_boundary": 0.9
+  },
+  "features": [
+    "end_image",
+    "flow_shift",
+    "init_image"
+  ],
+  "disabled_features": [
+    "img2img",
+    "mask_image"
+  ]
+}