diff --git a/training/api-reference.mdx b/training/api-reference.mdx
index 8d69462fd5..8ca19e39bc 100644
--- a/training/api-reference.mdx
+++ b/training/api-reference.mdx
@@ -33,6 +33,29 @@ https://api.training.wandb.ai/v1
 
 ### models
 
+- **[POST /v1/preview/models](https://docs.wandb.ai/training/api-reference/models/create-model-v1-preview-models)** - Create Model
+- **[DELETE /v1/preview/models/{model_id}](https://docs.wandb.ai/training/api-reference/models/delete-model-v1-preview-models--model-id-)** - Delete Model
+- **[DELETE /v1/preview/models/{model_id}/checkpoints](https://docs.wandb.ai/training/api-reference/models/delete-model-checkpoints-v1-preview-models--model-id--checkpoints)** - Delete Model Checkpoints
+- **[GET /v1/preview/models/{model_id}/checkpoints](https://docs.wandb.ai/training/api-reference/models/list-model-checkpoints-v1-preview-models--model-id--checkpoints)** - List Model Checkpoints
+- **[POST /v1/preview/models/{model_id}/log](https://docs.wandb.ai/training/api-reference/models/log-v1-preview-models--model-id--log)** - Log
+
+### training-jobs
+
+- **[POST /v1/preview/training-jobs](https://docs.wandb.ai/training/api-reference/training-jobs/create-training-job-v1-preview-training-jobs)** - Create Training Job
+- **[GET /v1/preview/training-jobs/{training_job_id}](https://docs.wandb.ai/training/api-reference/training-jobs/get-training-job-v1-preview-training-jobs--training-job-id-)** - Get Training Job
+- **[GET /v1/preview/training-jobs/{training_job_id}/events](https://docs.wandb.ai/training/api-reference/training-jobs/get-training-job-events-v1-preview-training-jobs--training-job-id--events)** - Get Training Job Events
+
+### Uncategorized
+
+- **[GET /v1/health](https://docs.wandb.ai/training/api-reference/uncategorized/health-check-v1-health)** - Health Check
+- **[GET /v1/system-check](https://docs.wandb.ai/training/api-reference/uncategorized/system-check-v1-system-check)** - System Check
+### chat-completions
+
+- **[POST /v1/chat/completions](https://docs.wandb.ai/training/api-reference/chat-completions/create-chat-completion-v1-chat-completions)** - Create Chat Completion
+- **[POST /v1/chat/completions/](https://docs.wandb.ai/training/api-reference/chat-completions/create-chat-completion-v1-chat-completions-)** - Create Chat Completion
+
+### models
+
 - **[POST /v1/preview/models](https://docs.wandb.ai/training/api-reference/models/create-model-v1-preview-models)** - Create Model
 - **[DELETE /v1/preview/models/{model_id}/checkpoints](https://docs.wandb.ai/training/api-reference/models/delete-model-checkpoints-v1-preview-models--model-id--checkpoints)** - Delete Model Checkpoints
 - **[GET /v1/preview/models/{model_id}/checkpoints](https://docs.wandb.ai/training/api-reference/models/list-model-checkpoints-v1-preview-models--model-id--checkpoints)** - List Model Checkpoints
diff --git a/training/api-reference/openapi.json b/training/api-reference/openapi.json
index 73a07e7963..30b8fc5598 100644
--- a/training/api-reference/openapi.json
+++ b/training/api-reference/openapi.json
@@ -290,6 +290,54 @@
         }
       }
     },
+    "/v1/preview/models/{model_id}": {
+      "delete": {
+        "tags": [
+          "models"
+        ],
+        "summary": "Delete Model",
+        "description": "Delete a model, all its checkpoints, artifacts, and the associated W&B run.",
+        "operationId": "delete_model_v1_preview_models__model_id__delete",
+        "security": [
+          {
+            "HTTPBearer": []
+          }
+        ],
+        "parameters": [
+          {
+            "name": "model_id",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "title": "Model Id"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/DeleteModelResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
     "/v1/preview/models/{model_id}/log": {
       "post": {
         "tags": [
@@ -566,7 +614,8 @@
           "type",
           "url_citation"
         ],
-        "title": "Annotation"
+        "title": "Annotation",
+        "description": "A URL citation when using web search."
       },
       "AnnotationURLCitation": {
         "properties": {
@@ -595,7 +644,8 @@
           "title",
           "url"
         ],
-        "title": "AnnotationURLCitation"
+        "title": "AnnotationURLCitation",
+        "description": "A URL citation when using web search."
       },
       "Audio": {
         "properties": {
@@ -604,11 +654,13 @@
             "title": "Id"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "id"
         ],
-        "title": "Audio"
+        "title": "Audio",
+        "description": "Data about a previous audio response from the model.\n[Learn more](https://platform.openai.com/docs/guides/audio)."
       },
       "AudioURL": {
         "properties": {
@@ -617,16 +669,35 @@
             "title": "Url"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "url"
         ],
         "title": "AudioURL"
       },
-      "BaseModel": {
-        "properties": {},
+      "Author": {
+        "properties": {
+          "role": {
+            "$ref": "#/components/schemas/Role"
+          },
+          "name": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Name"
+          }
+        },
         "type": "object",
-        "title": "BaseModel"
+        "required": [
+          "role"
+        ],
+        "title": "Author"
       },
       "ChatCompletionAssistantMessageParam": {
         "properties": {
@@ -672,7 +743,7 @@
           "function_call": {
             "anyOf": [
               {
-                "$ref": "#/components/schemas/openai__types__chat__chat_completion_assistant_message_param__FunctionCall"
+                "$ref": "#/components/schemas/FunctionCall-Input"
               },
               {
                 "type": "null"
@@ -696,17 +767,26 @@
           },
           "tool_calls": {
             "items": {
-              "$ref": "#/components/schemas/ChatCompletionMessageToolCallParam"
+              "anyOf": [
+                {
+                  "$ref": "#/components/schemas/ChatCompletionMessageFunctionToolCallParam"
+                },
+                {
+                  "$ref": "#/components/schemas/ChatCompletionMessageCustomToolCallParam"
+                }
+              ]
             },
             "type": "array",
             "title": "Tool Calls"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "role"
         ],
-        "title": "ChatCompletionAssistantMessageParam"
+        "title": "ChatCompletionAssistantMessageParam",
+        "description": "Messages sent by the model in response to user messages."
       },
       "ChatCompletionAudio": {
         "properties": {
@@ -735,7 +815,51 @@
           "expires_at",
           "transcript"
         ],
-        "title": "ChatCompletionAudio"
+        "title": "ChatCompletionAudio",
+        "description": "If the audio output modality is requested, this object contains data\nabout the audio response from the model. [Learn more](https://platform.openai.com/docs/guides/audio)."
+      },
+      "ChatCompletionContentPartAudioEmbedsParam": {
+        "properties": {
+          "audio_embeds": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "additionalProperties": {
+                  "type": "string"
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Audio Embeds"
+          },
+          "type": {
+            "type": "string",
+            "const": "audio_embeds",
+            "title": "Type"
+          },
+          "uuid": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Uuid"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "type"
+        ],
+        "title": "ChatCompletionContentPartAudioEmbedsParam"
       },
       "ChatCompletionContentPartAudioParam": {
         "properties": {
@@ -748,6 +872,7 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "audio_url",
@@ -767,6 +892,9 @@
                   "type": "string"
                 },
                 "type": "object"
+              },
+              {
+                "type": "null"
               }
             ],
             "title": "Image Embeds"
@@ -775,11 +903,22 @@
             "type": "string",
             "const": "image_embeds",
             "title": "Type"
+          },
+          "uuid": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Uuid"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
-          "image_embeds",
           "type"
         ],
         "title": "ChatCompletionContentPartImageEmbedsParam"
@@ -795,12 +934,14 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "image_url",
           "type"
         ],
-        "title": "ChatCompletionContentPartImageParam"
+        "title": "ChatCompletionContentPartImageParam",
+        "description": "Learn about [image inputs](https://platform.openai.com/docs/guides/vision)."
       },
       "ChatCompletionContentPartInputAudioParam": {
         "properties": {
@@ -813,12 +954,14 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "input_audio",
           "type"
         ],
-        "title": "ChatCompletionContentPartInputAudioParam"
+        "title": "ChatCompletionContentPartInputAudioParam",
+        "description": "Learn about [audio inputs](https://platform.openai.com/docs/guides/audio)."
       },
       "ChatCompletionContentPartRefusalParam": {
         "properties": {
@@ -832,6 +975,7 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "refusal",
@@ -851,12 +995,14 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "text",
           "type"
         ],
-        "title": "ChatCompletionContentPartTextParam"
+        "title": "ChatCompletionContentPartTextParam",
+        "description": "Learn about [text inputs](https://platform.openai.com/docs/guides/text-generation)."
       },
       "ChatCompletionContentPartVideoParam": {
         "properties": {
@@ -869,6 +1015,7 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "video_url",
@@ -902,12 +1049,14 @@
             "title": "Name"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "content",
           "role"
         ],
-        "title": "ChatCompletionDeveloperMessageParam"
+        "title": "ChatCompletionDeveloperMessageParam",
+        "description": "Developer-provided instructions that the model should follow, regardless of\nmessages sent by the user. With o1 models and newer, `developer` messages\nreplace the previous `system` messages."
       },
       "ChatCompletionFunctionMessageParam": {
         "properties": {
@@ -932,6 +1081,7 @@
             "title": "Role"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "content",
@@ -940,6 +1090,26 @@
         ],
         "title": "ChatCompletionFunctionMessageParam"
       },
+      "ChatCompletionFunctionToolParam": {
+        "properties": {
+          "function": {
+            "$ref": "#/components/schemas/openai__types__shared_params__function_definition__FunctionDefinition"
+          },
+          "type": {
+            "type": "string",
+            "const": "function",
+            "title": "Type"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "function",
+          "type"
+        ],
+        "title": "ChatCompletionFunctionToolParam",
+        "description": "A function tool that can be used to generate a response."
+      },
       "ChatCompletionLogProb": {
         "properties": {
           "token": {
@@ -1090,7 +1260,7 @@
           "function_call": {
             "anyOf": [
               {
-                "$ref": "#/components/schemas/openai__types__chat__chat_completion_message__FunctionCall"
+                "$ref": "#/components/schemas/FunctionCall-Input"
               },
               {
                 "type": "null"
@@ -1101,7 +1271,14 @@
             "anyOf": [
               {
                 "items": {
-                  "$ref": "#/components/schemas/ChatCompletionMessageToolCall"
+                  "anyOf": [
+                    {
+                      "$ref": "#/components/schemas/ChatCompletionMessageFunctionToolCall"
+                    },
+                    {
+                      "$ref": "#/components/schemas/ChatCompletionMessageCustomToolCall"
+                    }
+                  ]
                 },
                 "type": "array"
               },
@@ -1117,16 +1294,67 @@
         "required": [
           "role"
         ],
-        "title": "ChatCompletionMessage"
+        "title": "ChatCompletionMessage",
+        "description": "A chat completion message generated by the model."
+      },
+      "ChatCompletionMessageCustomToolCall": {
+        "properties": {
+          "id": {
+            "type": "string",
+            "title": "Id"
+          },
+          "custom": {
+            "$ref": "#/components/schemas/Custom"
+          },
+          "type": {
+            "type": "string",
+            "const": "custom",
+            "title": "Type"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "id",
+          "custom",
+          "type"
+        ],
+        "title": "ChatCompletionMessageCustomToolCall",
+        "description": "A call to a custom tool created by the model."
+      },
+      "ChatCompletionMessageCustomToolCallParam": {
+        "properties": {
+          "id": {
+            "type": "string",
+            "title": "Id"
+          },
+          "custom": {
+            "$ref": "#/components/schemas/Custom"
+          },
+          "type": {
+            "type": "string",
+            "const": "custom",
+            "title": "Type"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "id",
+          "custom",
+          "type"
+        ],
+        "title": "ChatCompletionMessageCustomToolCallParam",
+        "description": "A call to a custom tool created by the model."
       },
-      "ChatCompletionMessageToolCall": {
+      "ChatCompletionMessageFunctionToolCall": {
         "properties": {
           "id": {
             "type": "string",
             "title": "Id"
           },
           "function": {
-            "$ref": "#/components/schemas/openai__types__chat__chat_completion_message_tool_call__Function"
+            "$ref": "#/components/schemas/Function"
           },
           "type": {
             "type": "string",
@@ -1141,16 +1369,17 @@
           "function",
           "type"
         ],
-        "title": "ChatCompletionMessageToolCall"
+        "title": "ChatCompletionMessageFunctionToolCall",
+        "description": "A call to a function tool created by the model."
       },
-      "ChatCompletionMessageToolCallParam": {
+      "ChatCompletionMessageFunctionToolCallParam": {
         "properties": {
           "id": {
             "type": "string",
             "title": "Id"
           },
           "function": {
-            "$ref": "#/components/schemas/openai__types__chat__chat_completion_message_tool_call_param__Function"
+            "$ref": "#/components/schemas/Function"
           },
           "type": {
             "type": "string",
@@ -1158,13 +1387,15 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "id",
           "function",
           "type"
         ],
-        "title": "ChatCompletionMessageToolCallParam"
+        "title": "ChatCompletionMessageFunctionToolCallParam",
+        "description": "A call to a function tool created by the model."
       },
       "ChatCompletionNamedFunction": {
         "properties": {
@@ -1224,6 +1455,9 @@
                 },
                 {
                   "$ref": "#/components/schemas/CustomChatCompletionMessageParam"
+                },
+                {
+                  "$ref": "#/components/schemas/Message"
                 }
               ]
             },
@@ -1346,6 +1580,9 @@
               {
                 "$ref": "#/components/schemas/StructuralTagResponseFormat"
               },
+              {
+                "$ref": "#/components/schemas/LegacyStructuralTagResponseFormat"
+              },
               {
                 "type": "null"
               }
@@ -1465,39 +1702,49 @@
             "title": "Tool Choice",
             "default": "none"
           },
-          "parallel_tool_calls": {
+          "reasoning_effort": {
             "anyOf": [
               {
-                "type": "boolean"
+                "type": "string",
+                "enum": [
+                  "low",
+                  "medium",
+                  "high"
+                ]
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Parallel Tool Calls",
-            "default": false
+            "title": "Reasoning Effort"
           },
-          "user": {
+          "include_reasoning": {
+            "type": "boolean",
+            "title": "Include Reasoning",
+            "default": true
+          },
+          "parallel_tool_calls": {
             "anyOf": [
               {
-                "type": "string"
+                "type": "boolean"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "User"
+            "title": "Parallel Tool Calls",
+            "default": true
           },
-          "best_of": {
+          "user": {
             "anyOf": [
               {
-                "type": "integer"
+                "type": "string"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Best Of"
+            "title": "User"
           },
           "use_beam_search": {
             "type": "boolean",
@@ -1586,7 +1833,7 @@
             "anyOf": [
               {
                 "type": "integer",
-                "minimum": 1.0
+                "minimum": -1.0
               },
               {
                 "type": "null"
@@ -1706,144 +1953,73 @@
             "title": "Mm Processor Kwargs",
             "description": "Additional kwargs to pass to the HF processor."
           },
-          "guided_json": {
+          "structured_outputs": {
             "anyOf": [
               {
-                "type": "string"
-              },
-              {
-                "additionalProperties": true,
-                "type": "object"
-              },
-              {
-                "$ref": "#/components/schemas/BaseModel"
+                "$ref": "#/components/schemas/StructuredOutputsParams"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Guided Json",
-            "description": "If specified, the output will follow the JSON schema."
+            "description": "Additional kwargs for structured outputs"
+          },
+          "priority": {
+            "type": "integer",
+            "title": "Priority",
+            "description": "The priority of the request (lower means earlier handling; default: 0). Any priority other than 0 will raise an error if the served model does not use priority scheduling.",
+            "default": 0
+          },
+          "request_id": {
+            "type": "string",
+            "title": "Request Id",
+            "description": "The request_id related to this request. If the caller does not set it, a random_uuid will be generated. This id is used through out the inference process and return in response."
           },
-          "guided_regex": {
+          "logits_processors": {
             "anyOf": [
               {
-                "type": "string"
+                "items": {
+                  "anyOf": [
+                    {
+                      "type": "string"
+                    },
+                    {
+                      "$ref": "#/components/schemas/LogitsProcessorConstructor"
+                    }
+                  ]
+                },
+                "type": "array"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Guided Regex",
-            "description": "If specified, the output will follow the regex pattern."
+            "title": "Logits Processors",
+            "description": "A list of either qualified names of logits processors, or constructor objects, to apply when sampling. A constructor is a JSON object with a required 'qualname' field specifying the qualified name of the processor class/factory, and optional 'args' and 'kwargs' fields containing positional and keyword arguments. For example: {'qualname': 'my_module.MyLogitsProcessor', 'args': [1, 2], 'kwargs': {'param': 'value'}}."
           },
-          "guided_choice": {
+          "return_tokens_as_token_ids": {
             "anyOf": [
               {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
+                "type": "boolean"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Guided Choice",
-            "description": "If specified, the output will be exactly one of the choices."
+            "title": "Return Tokens As Token Ids",
+            "description": "If specified with 'logprobs', tokens are represented  as strings of the form 'token_id:{token_id}' so that tokens that are not JSON-encodable can be identified."
           },
-          "guided_grammar": {
+          "return_token_ids": {
             "anyOf": [
               {
-                "type": "string"
+                "type": "boolean"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Guided Grammar",
-            "description": "If specified, the output will follow the context free grammar."
-          },
-          "structural_tag": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Structural Tag",
-            "description": "If specified, the output will follow the structural tag schema."
-          },
-          "guided_decoding_backend": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Guided Decoding Backend",
-            "description": "If specified, will override the default guided decoding backend of the server for this specific request. If set, must be either 'outlines' / 'lm-format-enforcer'"
-          },
-          "guided_whitespace_pattern": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Guided Whitespace Pattern",
-            "description": "If specified, will override the default whitespace pattern for guided json decoding."
-          },
-          "priority": {
-            "type": "integer",
-            "title": "Priority",
-            "description": "The priority of the request (lower means earlier handling; default: 0). Any priority other than 0 will raise an error if the served model does not use priority scheduling.",
-            "default": 0
-          },
-          "request_id": {
-            "type": "string",
-            "title": "Request Id",
-            "description": "The request_id related to this request. If the caller does not set it, a random_uuid will be generated. This id is used through out the inference process and return in response."
-          },
-          "logits_processors": {
-            "anyOf": [
-              {
-                "items": {
-                  "anyOf": [
-                    {
-                      "type": "string"
-                    },
-                    {
-                      "$ref": "#/components/schemas/LogitsProcessorConstructor"
-                    }
-                  ]
-                },
-                "type": "array"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Logits Processors",
-            "description": "A list of either qualified names of logits processors, or constructor objects, to apply when sampling. A constructor is a JSON object with a required 'qualname' field specifying the qualified name of the processor class/factory, and optional 'args' and 'kwargs' fields containing positional and keyword arguments. For example: {'qualname': 'my_module.MyLogitsProcessor', 'args': [1, 2], 'kwargs': {'param': 'value'}}."
-          },
-          "return_tokens_as_token_ids": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Return Tokens As Token Ids",
-            "description": "If specified with 'logprobs', tokens are represented  as strings of the form 'token_id:{token_id}' so that tokens that are not JSON-encodable can be identified."
+            "title": "Return Token Ids",
+            "description": "If specified, the result will include token IDs alongside the generated text. In streaming mode, prompt_token_ids is included only in the first chunk, and token_ids contains the delta tokens for each chunk. This is useful for debugging or when you need to map generated text back to input tokens."
           },
           "cache_salt": {
             "anyOf": [
@@ -1855,7 +2031,7 @@
               }
             ],
             "title": "Cache Salt",
-            "description": "If specified, the prefix cache will be salted with the provided string to prevent an attacker to guess prompts in multi-user environments. The salt should be random, protected from access by 3rd parties, and long enough to be unpredictable (e.g., 43 characters base64-encoded, corresponding to 256 bit). Not supported by vLLM engine V0."
+            "description": "If specified, the prefix cache will be salted with the provided string to prevent an attacker to guess prompts in multi-user environments. The salt should be random, protected from access by 3rd parties, and long enough to be unpredictable (e.g., 43 characters base64-encoded, corresponding to 256 bit)."
           },
           "kv_transfer_params": {
             "anyOf": [
@@ -1883,6 +2059,22 @@
                     },
                     {
                       "type": "number"
+                    },
+                    {
+                      "items": {
+                        "anyOf": [
+                          {
+                            "type": "string"
+                          },
+                          {
+                            "type": "integer"
+                          },
+                          {
+                            "type": "number"
+                          }
+                        ]
+                      },
+                      "type": "array"
                     }
                   ]
                 },
@@ -1893,7 +2085,7 @@
               }
             ],
             "title": "Vllm Xargs",
-            "description": "Additional request parameters with string or numeric values, used by custom extensions."
+            "description": "Additional request parameters with (list of) string or numeric values, used by custom extensions."
           }
         },
         "additionalProperties": true,
@@ -1986,6 +2178,20 @@
             ],
             "title": "Prompt Logprobs"
           },
+          "prompt_token_ids": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Prompt Token Ids"
+          },
           "kv_transfer_params": {
             "anyOf": [
               {
@@ -2053,6 +2259,20 @@
               }
             ],
             "title": "Stop Reason"
+          },
+          "token_ids": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Token Ids"
           }
         },
         "additionalProperties": true,
@@ -2089,12 +2309,14 @@
             "title": "Name"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "content",
           "role"
         ],
-        "title": "ChatCompletionSystemMessageParam"
+        "title": "ChatCompletionSystemMessageParam",
+        "description": "Developer-provided instructions that the model should follow, regardless of\nmessages sent by the user. With o1 models and newer, use `developer` messages\nfor this purpose instead."
       },
       "ChatCompletionTokenLogprob": {
         "properties": {
@@ -2163,6 +2385,7 @@
             "title": "Tool Call Id"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "content",
@@ -2171,24 +2394,6 @@
         ],
         "title": "ChatCompletionToolMessageParam"
       },
-      "ChatCompletionToolParam": {
-        "properties": {
-          "function": {
-            "$ref": "#/components/schemas/openai__types__shared_params__function_definition__FunctionDefinition"
-          },
-          "type": {
-            "type": "string",
-            "const": "function",
-            "title": "Type"
-          }
-        },
-        "type": "object",
-        "required": [
-          "function",
-          "type"
-        ],
-        "title": "ChatCompletionToolParam"
-      },
       "ChatCompletionToolsParam": {
         "properties": {
           "type": {
@@ -2198,7 +2403,7 @@
             "default": "function"
           },
           "function": {
-            "$ref": "#/components/schemas/vllm__entrypoints__openai__protocol__FunctionDefinition"
+            "$ref": "#/components/schemas/FunctionDefinition"
           }
         },
         "additionalProperties": true,
@@ -2247,12 +2452,14 @@
             "title": "Name"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "content",
           "role"
         ],
-        "title": "ChatCompletionUserMessageParam"
+        "title": "ChatCompletionUserMessageParam",
+        "description": "Messages sent by an end user, containing prompts or additional context\ninformation."
       },
       "ChatMessage": {
         "properties": {
@@ -2319,6 +2526,17 @@
             "type": "array",
             "title": "Tool Calls"
           },
+          "reasoning": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Reasoning"
+          },
           "reasoning_content": {
             "anyOf": [
               {
@@ -2439,7 +2657,13 @@
         },
         "additionalProperties": true,
         "type": "object",
-        "title": "ChoiceLogprobs"
+        "title": "ChoiceLogprobs",
+        "description": "Log probability information for the choice."
+      },
+      "Content": {
+        "properties": {},
+        "type": "object",
+        "title": "Content"
       },
       "CreateTrainingJob": {
         "properties": {
@@ -2474,45 +2698,102 @@
         "title": "CreateTrainingJob",
         "description": "Schema for creating a new TrainingJob."
       },
-      "CustomChatCompletionContentSimpleAudioParam": {
+      "Custom": {
         "properties": {
-          "audio_url": {
+          "input": {
             "type": "string",
-            "title": "Audio Url"
+            "title": "Input"
+          },
+          "name": {
+            "type": "string",
+            "title": "Name"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
-          "audio_url"
+          "input",
+          "name"
         ],
+        "title": "Custom",
+        "description": "The custom tool that the model called."
+      },
+      "CustomChatCompletionContentSimpleAudioParam": {
+        "properties": {
+          "audio_url": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Audio Url"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
         "title": "CustomChatCompletionContentSimpleAudioParam",
         "description": "A simpler version of the param that only accepts a plain audio_url.\n\nExample:\n{\n    \"audio_url\": \"https://example.com/audio.mp3\"\n}"
       },
       "CustomChatCompletionContentSimpleImageParam": {
         "properties": {
           "image_url": {
-            "type": "string",
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
             "title": "Image Url"
+          },
+          "uuid": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Uuid"
           }
         },
+        "additionalProperties": true,
         "type": "object",
-        "required": [
-          "image_url"
-        ],
         "title": "CustomChatCompletionContentSimpleImageParam",
         "description": "A simpler version of the param that only accepts a plain image_url.\nThis is supported by OpenAI API, although it is not documented.\n\nExample:\n{\n    \"image_url\": \"https://example.com/image.jpg\"\n}"
       },
       "CustomChatCompletionContentSimpleVideoParam": {
         "properties": {
           "video_url": {
-            "type": "string",
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
             "title": "Video Url"
+          },
+          "uuid": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Uuid"
           }
         },
+        "additionalProperties": true,
         "type": "object",
-        "required": [
-          "video_url"
-        ],
         "title": "CustomChatCompletionContentSimpleVideoParam",
         "description": "A simpler version of the param that only accepts a plain audio_url.\n\nExample:\n{\n    \"video_url\": \"https://example.com/video.mp4\"\n}"
       },
@@ -2557,6 +2838,9 @@
                     {
                       "$ref": "#/components/schemas/ChatCompletionContentPartImageEmbedsParam"
                     },
+                    {
+                      "$ref": "#/components/schemas/ChatCompletionContentPartAudioEmbedsParam"
+                    },
                     {
                       "$ref": "#/components/schemas/CustomChatCompletionContentSimpleAudioParam"
                     },
@@ -2595,7 +2879,7 @@
             "anyOf": [
               {
                 "items": {
-                  "$ref": "#/components/schemas/ChatCompletionMessageToolCallParam"
+                  "$ref": "#/components/schemas/ChatCompletionMessageFunctionToolCallParam"
                 },
                 "type": "array"
               },
@@ -2604,8 +2888,34 @@
               }
             ],
             "title": "Tool Calls"
+          },
+          "reasoning": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Reasoning"
+          },
+          "tools": {
+            "anyOf": [
+              {
+                "items": {
+                  "$ref": "#/components/schemas/ChatCompletionFunctionToolParam"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Tools"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "role"
@@ -2629,6 +2939,7 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "thinking",
@@ -2676,9 +2987,34 @@
         "title": "DeleteCheckpointsResponse",
         "description": "Schema for delete checkpoints response."
       },
+      "DeleteModelResponse": {
+        "properties": {
+          "model_id": {
+            "type": "string",
+            "format": "uuid",
+            "title": "Model Id"
+          },
+          "deleted_checkpoints": {
+            "type": "integer",
+            "title": "Deleted Checkpoints"
+          },
+          "deleted_run": {
+            "type": "boolean",
+            "title": "Deleted Run"
+          }
+        },
+        "type": "object",
+        "required": [
+          "model_id",
+          "deleted_checkpoints",
+          "deleted_run"
+        ],
+        "title": "DeleteModelResponse",
+        "description": "Schema for delete model response."
+      },
       "ExperimentalTrainingConfig": {
         "properties": {
-          "learning_rate": {
+          "advantage_balance": {
             "anyOf": [
               {
                 "type": "number"
@@ -2687,27 +3023,132 @@
                 "type": "null"
               }
             ],
-            "title": "Learning Rate"
+            "title": "Advantage Balance"
           },
-          "precalculate_logprobs": {
+          "epsilon": {
             "anyOf": [
               {
-                "type": "boolean"
+                "type": "number"
               },
               {
                 "type": "null"
               }
             ],
-            "title": "Precalculate Logprobs"
-          }
-        },
-        "type": "object",
-        "title": "ExperimentalTrainingConfig",
-        "description": "Schema for experimental training config."
-      },
-      "File": {
-        "properties": {
-          "file": {
+            "title": "Epsilon"
+          },
+          "epsilon_high": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Epsilon High"
+          },
+          "importance_sampling_level": {
+            "anyOf": [
+              {
+                "type": "string",
+                "enum": [
+                  "token",
+                  "sequence",
+                  "average",
+                  "geometric_average"
+                ]
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Importance Sampling Level"
+          },
+          "kimi_k2_tau": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Kimi K2 Tau"
+          },
+          "learning_rate": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Learning Rate"
+          },
+          "mask_prob_ratio": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Mask Prob Ratio"
+          },
+          "max_negative_advantage_importance_sampling_weight": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Max Negative Advantage Importance Sampling Weight"
+          },
+          "ppo": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Ppo"
+          },
+          "precalculate_logprobs": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Precalculate Logprobs"
+          },
+          "scale_rewards": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Scale Rewards"
+          }
+        },
+        "type": "object",
+        "title": "ExperimentalTrainingConfig",
+        "description": "Schema for experimental training config."
+      },
+      "File": {
+        "properties": {
+          "file": {
             "$ref": "#/components/schemas/FileFile"
           },
           "type": {
@@ -2716,12 +3157,14 @@
             "title": "Type"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "file",
           "type"
         ],
-        "title": "File"
+        "title": "File",
+        "description": "Learn about [file inputs](https://platform.openai.com/docs/guides/text) for text generation."
       },
       "FileFile": {
         "properties": {
@@ -2738,9 +3181,50 @@
             "title": "Filename"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "title": "FileFile"
       },
+      "Function": {
+        "properties": {
+          "arguments": {
+            "type": "string",
+            "title": "Arguments"
+          },
+          "name": {
+            "type": "string",
+            "title": "Name"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "arguments",
+          "name"
+        ],
+        "title": "Function",
+        "description": "The function that the model called."
+      },
+      "FunctionCall-Input": {
+        "properties": {
+          "arguments": {
+            "type": "string",
+            "title": "Arguments"
+          },
+          "name": {
+            "type": "string",
+            "title": "Name"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "arguments",
+          "name"
+        ],
+        "title": "FunctionCall",
+        "description": "Deprecated and replaced by `tool_calls`.\n\nThe name and arguments of a function that should be called, as generated by the model."
+      },
       "FunctionCall-Output": {
         "properties": {
           "name": {
@@ -2760,6 +3244,43 @@
         ],
         "title": "FunctionCall"
       },
+      "FunctionDefinition": {
+        "properties": {
+          "name": {
+            "type": "string",
+            "title": "Name"
+          },
+          "description": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Description"
+          },
+          "parameters": {
+            "anyOf": [
+              {
+                "additionalProperties": true,
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Parameters"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "name"
+        ],
+        "title": "FunctionDefinition"
+      },
       "HTTPValidationError": {
         "properties": {
           "detail": {
@@ -2808,7 +3329,7 @@
             "anyOf": [
               {
                 "items": {
-                  "$ref": "#/components/schemas/ChatCompletionToolParam"
+                  "$ref": "#/components/schemas/ChatCompletionFunctionToolParam"
                 },
                 "type": "array"
               },
@@ -2841,6 +3362,7 @@
             "title": "Detail"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "url"
@@ -2862,6 +3384,7 @@
             "title": "Format"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "data",
@@ -2917,6 +3440,68 @@
         ],
         "title": "JsonSchemaResponseFormat"
       },
+      "LegacyStructuralTag": {
+        "properties": {
+          "begin": {
+            "type": "string",
+            "title": "Begin"
+          },
+          "schema": {
+            "anyOf": [
+              {
+                "additionalProperties": true,
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Schema"
+          },
+          "end": {
+            "type": "string",
+            "title": "End"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "begin",
+          "end"
+        ],
+        "title": "LegacyStructuralTag"
+      },
+      "LegacyStructuralTagResponseFormat": {
+        "properties": {
+          "type": {
+            "type": "string",
+            "const": "structural_tag",
+            "title": "Type"
+          },
+          "structures": {
+            "items": {
+              "$ref": "#/components/schemas/LegacyStructuralTag"
+            },
+            "type": "array",
+            "title": "Structures"
+          },
+          "triggers": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array",
+            "title": "Triggers"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "type",
+          "structures",
+          "triggers"
+        ],
+        "title": "LegacyStructuralTagResponseFormat"
+      },
       "LogRequest": {
         "properties": {
           "split": {
@@ -3012,6 +3597,58 @@
         ],
         "title": "Logprob"
       },
+      "Message": {
+        "properties": {
+          "author": {
+            "$ref": "#/components/schemas/Author"
+          },
+          "content": {
+            "items": {
+              "$ref": "#/components/schemas/Content"
+            },
+            "type": "array",
+            "title": "Content"
+          },
+          "channel": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Channel"
+          },
+          "recipient": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Recipient"
+          },
+          "content_type": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Content Type"
+          }
+        },
+        "type": "object",
+        "required": [
+          "author"
+        ],
+        "title": "Message"
+      },
       "ModelCreate": {
         "properties": {
           "entity": {
@@ -3233,6 +3870,18 @@
         ],
         "title": "ResponseFormat"
       },
+      "Role": {
+        "type": "string",
+        "enum": [
+          "user",
+          "assistant",
+          "system",
+          "developer",
+          "tool"
+        ],
+        "title": "Role",
+        "description": "The role of a message author (mirrors ``chat::Role``)."
+      },
       "StreamOptions": {
         "properties": {
           "include_usage": {
@@ -3264,14 +3913,32 @@
         "type": "object",
         "title": "StreamOptions"
       },
-      "StructuralTag": {
+      "StructuralTagResponseFormat": {
         "properties": {
-          "begin": {
+          "type": {
             "type": "string",
-            "title": "Begin"
+            "const": "structural_tag",
+            "title": "Type"
           },
-          "schema": {
+          "format": {
+            "title": "Format"
+          }
+        },
+        "additionalProperties": true,
+        "type": "object",
+        "required": [
+          "type",
+          "format"
+        ],
+        "title": "StructuralTagResponseFormat"
+      },
+      "StructuredOutputsParams": {
+        "properties": {
+          "json": {
             "anyOf": [
+              {
+                "type": "string"
+              },
               {
                 "additionalProperties": true,
                 "type": "object"
@@ -3280,51 +3947,111 @@
                 "type": "null"
               }
             ],
-            "title": "Schema"
+            "title": "Json"
           },
-          "end": {
-            "type": "string",
-            "title": "End"
-          }
-        },
-        "additionalProperties": true,
-        "type": "object",
-        "required": [
-          "begin",
-          "end"
-        ],
-        "title": "StructuralTag"
-      },
-      "StructuralTagResponseFormat": {
-        "properties": {
-          "type": {
-            "type": "string",
-            "const": "structural_tag",
-            "title": "Type"
+          "regex": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Regex"
           },
-          "structures": {
-            "items": {
-              "$ref": "#/components/schemas/StructuralTag"
-            },
-            "type": "array",
-            "title": "Structures"
+          "choice": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Choice"
           },
-          "triggers": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array",
-            "title": "Triggers"
+          "grammar": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Grammar"
+          },
+          "json_object": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Json Object"
+          },
+          "disable_fallback": {
+            "type": "boolean",
+            "title": "Disable Fallback",
+            "default": false
+          },
+          "disable_any_whitespace": {
+            "type": "boolean",
+            "title": "Disable Any Whitespace",
+            "default": false
+          },
+          "disable_additional_properties": {
+            "type": "boolean",
+            "title": "Disable Additional Properties",
+            "default": false
+          },
+          "whitespace_pattern": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Whitespace Pattern"
+          },
+          "structural_tag": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Structural Tag"
+          },
+          "_backend": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Backend"
+          },
+          "_backend_was_auto": {
+            "type": "boolean",
+            "title": "Backend Was Auto",
+            "default": false
           }
         },
-        "additionalProperties": true,
         "type": "object",
-        "required": [
-          "type",
-          "structures",
-          "triggers"
-        ],
-        "title": "StructuralTagResponseFormat"
+        "title": "StructuredOutputsParams"
       },
       "ToolCall": {
         "properties": {
@@ -3468,7 +4195,7 @@
             "anyOf": [
               {
                 "items": {
-                  "$ref": "#/components/schemas/ChatCompletionToolParam"
+                  "$ref": "#/components/schemas/ChatCompletionFunctionToolParam"
                 },
                 "type": "array"
               },
@@ -3508,6 +4235,24 @@
             "title": "Metrics",
             "default": {}
           },
+          "auto_metrics": {
+            "additionalProperties": {
+              "anyOf": [
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "integer"
+                },
+                {
+                  "type": "boolean"
+                }
+              ]
+            },
+            "type": "object",
+            "title": "Auto Metrics",
+            "default": {}
+          },
           "metadata": {
             "additionalProperties": {
               "anyOf": [
@@ -3648,86 +4393,13 @@
             "title": "Url"
           }
         },
+        "additionalProperties": true,
         "type": "object",
         "required": [
           "url"
         ],
         "title": "VideoURL"
       },
-      "openai__types__chat__chat_completion_assistant_message_param__FunctionCall": {
-        "properties": {
-          "arguments": {
-            "type": "string",
-            "title": "Arguments"
-          },
-          "name": {
-            "type": "string",
-            "title": "Name"
-          }
-        },
-        "type": "object",
-        "required": [
-          "arguments",
-          "name"
-        ],
-        "title": "FunctionCall"
-      },
-      "openai__types__chat__chat_completion_message__FunctionCall": {
-        "properties": {
-          "arguments": {
-            "type": "string",
-            "title": "Arguments"
-          },
-          "name": {
-            "type": "string",
-            "title": "Name"
-          }
-        },
-        "additionalProperties": true,
-        "type": "object",
-        "required": [
-          "arguments",
-          "name"
-        ],
-        "title": "FunctionCall"
-      },
-      "openai__types__chat__chat_completion_message_tool_call__Function": {
-        "properties": {
-          "arguments": {
-            "type": "string",
-            "title": "Arguments"
-          },
-          "name": {
-            "type": "string",
-            "title": "Name"
-          }
-        },
-        "additionalProperties": true,
-        "type": "object",
-        "required": [
-          "arguments",
-          "name"
-        ],
-        "title": "Function"
-      },
-      "openai__types__chat__chat_completion_message_tool_call_param__Function": {
-        "properties": {
-          "arguments": {
-            "type": "string",
-            "title": "Arguments"
-          },
-          "name": {
-            "type": "string",
-            "title": "Name"
-          }
-        },
-        "type": "object",
-        "required": [
-          "arguments",
-          "name"
-        ],
-        "title": "Function"
-      },
       "openai__types__shared_params__function_definition__FunctionDefinition": {
         "properties": {
           "name": {
@@ -3755,42 +4427,6 @@
             "title": "Strict"
           }
         },
-        "type": "object",
-        "required": [
-          "name"
-        ],
-        "title": "FunctionDefinition"
-      },
-      "vllm__entrypoints__openai__protocol__FunctionDefinition": {
-        "properties": {
-          "name": {
-            "type": "string",
-            "title": "Name"
-          },
-          "description": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Description"
-          },
-          "parameters": {
-            "anyOf": [
-              {
-                "additionalProperties": true,
-                "type": "object"
-              },
-              {
-                "type": "null"
-              }
-            ],
-            "title": "Parameters"
-          }
-        },
         "additionalProperties": true,
         "type": "object",
         "required": [