Track live model instances in Ollama and Cohere providers, updating count on model retrieval

g4f/Provider/local/Ollama.py

@@ -32,6 +32,8 @@ class Ollama(OpenaiAPI):
                 api_key = AuthManager.load_api_key(cls)
             if api_key:
                 models = requests.get("https://ollama.com/api/tags", {"headers": {"Authorization": f"Bearer {api_key}"}}).json()["models"]
+                if models:
+                    cls.live += 1
                 cls.models = [model["name"] for model in models]
             if api_base is None:
                 host = os.getenv("OLLAMA_HOST", "127.0.0.1")
@@ -43,6 +45,8 @@ class Ollama(OpenaiAPI):
                 models = requests.get(url).json()["models"]
             except requests.exceptions.RequestException as e:
                 return cls.models
+            if cls.live == 0 and models:
+                cls.live += 1
             cls.local_models = [model["name"] for model in models]
             cls.models = cls.models + cls.local_models
             cls.default_model = next(iter(cls.models), None)

g4f/Provider/needs_auth/Cohere.py

@@ -33,6 +33,8 @@ class Cohere(AsyncGeneratorProvider, ProviderModelMixin):
                 api_key = AuthManager.load_api_key(cls)
             url = "https://api.cohere.com/v1/models?page_size=500&endpoint=chat"
             models = requests.get(url, headers={"Authorization": f"Bearer {api_key}" }).json().get("models", [])
+            if models:
+                cls.live += 1
             cls.models = [model.get("name") for model in models if "chat" in model.get("endpoints")]
             cls.vision_models = {model.get("name") for model in models if model.get("supports_vision")}
         return cls.models

g4f/Provider/qwen/QwenCode.py

@@ -15,9 +15,16 @@ class QwenCode(OpenaiTemplate):
     needs_auth = True
     active_by_default = True
     default_model = "qwen3-coder-plus"
-    models = [default_model]
     client = QwenContentGenerator(QwenOAuth2Client())
 
+    @classmethod
+    def get_models(cls, **kwargs):
+        if not cls.models:
+            cls.models = [cls.default_model]
+        if cls.live == 0 and cls.client.shared_manager.isTokenValid(cls.client.shared_manager.getCurrentCredentials()):
+            cls.live += 1
+        return cls.models
+
     @classmethod
     async def create_async_generator(
         cls,