From c43ca61a59b4c83b0b4c99b5c069839e1e1af0a5 Mon Sep 17 00:00:00 2001
From: octo-patch <octo-patch@github.com>
Date: Tue, 2 Jun 2026 01:51:31 +0800
Subject: [PATCH] [Feature] Add MiniMax-M3 and set as default for MiniMax API

Update the MiniMax API integration to support the new flagship model:

- Add `MiniMax-M3` to the api_models registry, placed before older
  versions so it shows up first in listings.
- Switch the `MiniMaxAPI` default `model` to `MiniMax-M3`.
- Drop the older `MiniMax-M2.5` and `MiniMax-M2.5-highspeed` registry
  entries to keep the supported list focused; `MiniMax-M2.7` is kept as
  a legacy-compatible option.
- Refresh the docstring in `vlmeval/api/minimax_api.py` to reflect the
  current supported model list.

API base URL, env vars, and unrelated providers are untouched.
---
 vlmeval/api/minimax_api.py |  4 ++--
 vlmeval/config.py          | 15 ++++-----------
 2 files changed, 6 insertions(+), 13 deletions(-)

diff --git a/vlmeval/api/minimax_api.py b/vlmeval/api/minimax_api.py
index 593562de0..0f97694da 100644
--- a/vlmeval/api/minimax_api.py
+++ b/vlmeval/api/minimax_api.py
@@ -3,7 +3,7 @@
 OpenAI-compatible chat completions endpoint.
 Set MINIMAX_API_KEY or pass key=...
 
-Models: MiniMax-M2.7, MiniMax-M2.5, MiniMax-M2.5-highspeed
+Models: MiniMax-M3, MiniMax-M2.7
 API docs: https://platform.minimaxi.com/document/guides/chat-model/text-generation
 """
 import json
@@ -25,7 +25,7 @@ class MiniMaxAPI(BaseAPI):
 
     def __init__(
         self,
-        model: str = "MiniMax-M2.7",
+        model: str = "MiniMax-M3",
         key: str = None,
         api_base: str = None,
         retry: int = 10,
diff --git a/vlmeval/config.py b/vlmeval/config.py
index 448771039..149741646 100644
--- a/vlmeval/config.py
+++ b/vlmeval/config.py
@@ -468,23 +468,16 @@
         retry=10,
     ),
     # MiniMax (set MINIMAX_API_KEY)
-    "MiniMax-M2.7": partial(
+    "MiniMax-M3": partial(
         api.MiniMaxAPI,
-        model="MiniMax-M2.7",
+        model="MiniMax-M3",
         temperature=0,
         max_tokens=2048,
         retry=10,
     ),
-    "MiniMax-M2.5": partial(
-        api.MiniMaxAPI,
-        model="MiniMax-M2.5",
-        temperature=0,
-        max_tokens=2048,
-        retry=10,
-    ),
-    "MiniMax-M2.5-highspeed": partial(
+    "MiniMax-M2.7": partial(
         api.MiniMaxAPI,
-        model="MiniMax-M2.5-highspeed",
+        model="MiniMax-M2.7",
         temperature=0,
         max_tokens=2048,
         retry=10,