Backend - Fix FLUX.2 klein family default base_repo: black-forest-labs/FLUX.2-klein does not exist on the Hub. Point at the Apache 2.0 4B Base instead so the from_pretrained call works out of the box for ungated users. - Serialise concurrent load_model calls with a dedicated _load_lock so two /images/load requests cannot both reach pipeline_cls.from_pretrained at the same time (would double-spend VRAM and corrupt _pipe). - When the caller passes a full diffusers repo (no gguf_filename), use repo_id directly instead of silently substituting the family default. Closes the load-the-wrong-model regression flagged by review. - Drop negative_prompt from the pipeline call when the loaded pipeline does not accept it (FLUX.2 / FLUX.2 klein). Inspect __call__ via inspect.signature so we do not maintain a manual class list. - Best-effort unload the chat backend (llama-server) before a diffusion load so a 24 GB consumer GPU can swap between chat and diffusion without manual unload steps. Frontend - Replace the four curated entries with the actual filenames published on the Hub (lowercase flux-2-klein-Nb-Q4_K_S.gguf and flux2-dev*). - Add an explicit base_repo per curated entry so the backend never falls back to the family default for the curated picker. - Add the Apache 2.0 FLUX.2 klein base 4B entry so first-time users have an ungated, no-token-required default. - Hide the negative prompt field for FLUX.2 / FLUX.2 klein and show a small explanatory note instead. Tests - Add 6 new backend tests: base_repo override, full-repo (no GGUF) no-substitution, concurrent serialise race, signature-based kwarg filter, negative_prompt strip on FLUX.2, negative_prompt preserved on supporting pipelines. 33 tests passing. |
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