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Providers like DeepSeek, Kimi, Zhipu GLM and MiniMax expose the Anthropic-compatible API on a subpath (e.g. /anthropic) while the OpenAI-style /models endpoint lives at the API root. The previous heuristic blindly appended /v1/models to the Base URL, so every such provider returned 404 and the UI mislabeled it as "provider does not support fetching models". Backend now generates a candidate list and tries them in order: preset override -> baseURL /v1/models -> stripped-subpath /v1/models -> stripped-subpath /models. Non-404/405 responses (auth, network) stop immediately so we never retry against hostile status codes. Known compat suffixes are kept in a length-descending constant so the longest match wins; response bodies are truncated to 512 chars to avoid HTML 404 pages bloating the error string. Preset type gains an optional modelsUrl (DeepSeek points at https://api.deepseek.com/models). Frontend threads the override through fetchModelsForConfig when the current Base URL still matches the preset default. A new fetchModelsEndpointNotFound i18n key replaces the misleading "not supported" toast for exhausted-candidate and 404/405 cases (zh/en/ja).