fix: default spec by mode

src/pages/llmodels/config/form-context.ts

@@ -30,6 +30,8 @@ interface FormContextProps {
 interface CatalogFormContextProps {
   sizeOptions: Global.BaseOption<number>[];
   quantizationOptions: Global.BaseOption<string>[];
+  modeList: Global.BaseOption<string & { isBuiltIn: boolean; tips: string }>[];
+  onModeChange: (val: string) => void;
   onSizeChange: (val: number) => void;
   onQuantizationChange: (val: string) => void;
 }

src/pages/llmodels/config/test.ts

@@ -0,0 +1,138 @@
+export default {
+  items: [
+    {
+      source: 'model_scope',
+      huggingface_repo_id: null,
+      huggingface_filename: null,
+      ollama_library_model_name: null,
+      model_scope_model_id: 'Qwen/Qwen3-30B-A3B-FP8',
+      model_scope_file_path: null,
+      local_path: null,
+      name: null,
+      description: null,
+      meta: {},
+      replicas: 1,
+      ready_replicas: 0,
+      categories: [],
+      embedding_only: false,
+      image_only: false,
+      reranker: false,
+      speech_to_text: false,
+      text_to_speech: false,
+      placement_strategy: 'spread',
+      cpu_offloading: false,
+      distributed_inference_across_workers: false,
+      worker_selector: {},
+      gpu_selector: null,
+      backend: 'SGLang',
+      backend_version: null,
+      backend_parameters: [
+        '--reasoning-parser=qwen3',
+        '--tool-call-parser=qwen25'
+      ],
+      image_name: null,
+      run_command: null,
+      env: null,
+      restart_on_error: true,
+      distributable: false,
+      extended_kv_cache: null,
+      speculative_config: null,
+      quantization: 'FP8',
+      mode: 'throughput'
+    },
+    {
+      source: 'model_scope',
+      huggingface_repo_id: null,
+      huggingface_filename: null,
+      ollama_library_model_name: null,
+      model_scope_model_id: 'Qwen/Qwen3-30B-A3B-FP8',
+      model_scope_file_path: null,
+      local_path: null,
+      name: null,
+      description: null,
+      meta: {},
+      replicas: 1,
+      ready_replicas: 0,
+      categories: [],
+      embedding_only: false,
+      image_only: false,
+      reranker: false,
+      speech_to_text: false,
+      text_to_speech: false,
+      placement_strategy: 'spread',
+      cpu_offloading: false,
+      distributed_inference_across_workers: false,
+      worker_selector: {},
+      gpu_selector: null,
+      backend: 'SGLang',
+      backend_version: null,
+      backend_parameters: [
+        '--reasoning-parser=qwen3',
+        '--tool-call-parser=qwen25',
+        '--speculative-algorithm=EAGLE3',
+        '--speculative-draft-model-path=Tengyunw/qwen3_30b_moe_eagle3',
+        '--speculative-num-steps=6',
+        '--speculative-eagle-topk=10',
+        '--speculative-num-draft-tokens=32'
+      ],
+      image_name: null,
+      run_command: null,
+      env: null,
+      restart_on_error: true,
+      distributable: false,
+      extended_kv_cache: null,
+      speculative_config: {
+        enabled: true,
+        algorithm: 'eagle3',
+        draft_model_name: 'Qwen3-30B-A3B-EAGLE3',
+        num_draft_tokens: 8,
+        ngram_min_match_length: null,
+        ngram_max_match_length: null
+      },
+      quantization: 'FP8',
+      mode: 'latency'
+    },
+    {
+      source: 'model_scope',
+      huggingface_repo_id: null,
+      huggingface_filename: null,
+      ollama_library_model_name: null,
+      model_scope_model_id: 'Qwen/Qwen3-30B-A3B',
+      model_scope_file_path: null,
+      local_path: null,
+      name: null,
+      description: null,
+      meta: {},
+      replicas: 1,
+      ready_replicas: 0,
+      categories: [],
+      embedding_only: false,
+      image_only: false,
+      reranker: false,
+      speech_to_text: false,
+      text_to_speech: false,
+      placement_strategy: 'spread',
+      cpu_offloading: false,
+      distributed_inference_across_workers: true,
+      worker_selector: {},
+      gpu_selector: null,
+      backend: 'vLLM',
+      backend_version: null,
+      backend_parameters: [
+        '--tool-call-parser=hermes',
+        '--enable-auto-tool-choice',
+        '--max-model-len=32768'
+      ],
+      image_name: null,
+      run_command: null,
+      env: null,
+      restart_on_error: true,
+      distributable: false,
+      extended_kv_cache: null,
+      speculative_config: null,
+      quantization: 'BF16',
+      mode: 'reference'
+    }
+  ],
+  pagination: { page: 1, perPage: 100, total: 3, totalPage: 1 }
+};

src/pages/llmodels/config/types.ts

@@ -198,12 +198,27 @@ export interface CatalogSpec {
   categories: any[];
   placement_strategy: string;
   cpu_offloading: boolean;
+  mode: string;
   distributed_inference_across_workers: boolean;
   worker_selector: Record<string, any>;
   gpu_selector: {
     gpu_ids: string[];
     gpus_per_replica: number;
   };
+  extended_kv_cache: {
+    enabled: boolean;
+    chunk_size: number;
+    max_local_cpu_size: number;
+    remote_url: string;
+  };
+  speculative_config: {
+    enabled: boolean;
+    algorithm: string;
+    draft_model_name: string;
+    num_draft_tokens: number;
+    ngram_min_match_length: number;
+    ngram_max_match_length: number;
+  };
   backend: string;
   backend_version: string;
   backend_parameters: any[];