4b1b149c0b
Round 11 reviewer findings.
Backend lifecycle (P1)
* core/inference/diffusion.py _release_other_gpu_owners_for_
diffusion: now re-checks is_export_active() locally before
calling _shutdown_subprocess. The route layer already 409s on
active exports, but defence-in-depth means direct backend
callers (tests, scripts, future routes that forget the
higher-level guard) can no longer terminate an in-flight
export and corrupt the user's partial output.
* routes/inference.py standard chat-load path: the duplicate
inline 'if exp_backend.current_checkpoint -> _shutdown_subprocess'
block was removed. _release_export_for above already handles
settled checkpoints and skips active ones; the inline block
was the round 11 #2 asymmetric fix surface.
Routing / error mapping (P2)
* routes/training.py start_training: except HTTPException:
raise was inserted before the broad except Exception:
handler so the 409 raised by _raise_if_training_active /
_raise_if_export_active reaches the client intact instead of
being swallowed into a 500.
State publishing (P2)
* core/inference/diffusion.py load_model: success path now
clears _loading + _pending_* under _lock BEFORE returning
self.status(), so the response payload reports the resident
pipeline cleanly (no stale is_loading=true / pending_*). The
finally block remains idempotent for error / early-raise paths.
* core/inference/diffusion.py status(): nulls family /
pipeline_class while a swap is in flight (pending_repo set
and != active_repo). Previously the response paired pending
model B's repo_id with model A's family, producing a
combination that never existed.
Validation
* models/inference.py: DiffusionLoadRequest.repo_id and
base_repo length caps bumped from 256 to 1024; gguf_filename
bumped from 256 to 512. The earlier caps rejected realistic
Studio export paths (deeply nested outputs / exports
directories, especially on Windows).
Dependencies
* pyproject.toml huggingfacenotorch + studio/backend/
requirements/no-torch-runtime.txt: floor gguf at >=0.10.0
to match the diffusers requirement. Unconstrained pin allowed
a resolver to install older gguf releases that raise at
single-file load time.
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| .. | ||
| backend | ||
| frontend | ||
| src-tauri | ||
| __init__.py | ||
| install_llama_prebuilt.py | ||
| install_python_stack.py | ||
| LICENSE.AGPL-3.0 | ||
| package-lock.json | ||
| package.json | ||
| setup.bat | ||
| setup.ps1 | ||
| setup.sh | ||
| Unsloth_Studio_Colab.ipynb | ||