unsloth/studio
Daniel Han-Chen c20ed25ec6 Fix/adjust diffusion: round 19 P1+P2 batch for PR #5754
P1 #1: ``_release_safetensors_chat_for`` now re-reads
``active_model_name`` and ``loading_models`` after each unload AND
runs a final sweep against the initial owned-name set. The previous
helper trusted ``unload_model() -> True`` even though the
orchestrator can respond ``unloaded`` while still holding weights
or a concurrent ``load`` can repopulate the tracker between calls.
Per-name and global post-state mismatches now raise HTTP 503 so
the caller retries.

P1 #2: same post-state guarantee inside
``_release_chat_backend_for_diffusion`` for direct backend
callers. ``DiffusionBackend.load_model`` now raises RuntimeError
when the safetensors tracker still owns a previously-resident
name after the unload, matching the route-level helper. The route
layer's existing classifier maps the new wording to HTTP 503.

P1 #3: ``DiffusionBackend.load_model`` now preflights the full
diffusers repo (or explicit GGUF ``base_repo``) via
``hf_hub_download(filename="model_index.json")`` BEFORE the
chat / export unload runs. The GGUF path was already covered by
the existing ``hf_hub_download(gguf_filename)`` round-trip; the
full-repo path used to skip validation and let a typo / private /
gated repo only surface inside ``from_pretrained`` AFTER the
user's chat model was already dropped. Local paths are checked
structurally (must be a directory containing ``model_index.json``)
so we do not network-round-trip for an on-disk miss. Error
messages route through ``_display_repo_id`` so an absolute
filesystem path does not leak the operator's layout.

P1 #6: ``/api/inference/unload`` (the direct chat unload endpoint)
now treats ``unload_model() -> False`` AND a leftover state
(``is_loaded`` / ``is_active`` / ``loading_model_identifier`` for
GGUF, ``active_model_name`` / ``loading_models`` for safetensors)
as 503 instead of unconditionally responding
``status="unloaded"``. The UI used to show the model as gone while
the backend still owned VRAM.

P2 #7: extended the /images/load RuntimeError -> HTTPException
marker list with ``still active or loading after unload`` and
``still loading after unload``. Round 18 introduced these exact
phrasings on the backend side; without the extension a retryable
unload failure was returning HTTP 400 to the user instead of 503.

P2 #8: removed the unused ``unsloth_backend = get_inference_backend()``
eager construction in the GGUF chat-load branch. Eager
construction made the GGUF-only path needlessly fail or pay
startup cost when the safetensors backend was unavailable / lazy;
``_release_safetensors_chat_for`` already handles that case as a
no-op.

All 85 diffusion-relevant + 98 related backend tests pass locally.
2026-05-25 09:46:01 +00:00
..
backend Fix/adjust diffusion: round 19 P1+P2 batch for PR #5754 2026-05-25 09:46:01 +00:00
frontend Fix/adjust diffusion: round 7 swap-aware guards + race-free generate for PR #5754 2026-05-25 02:08:18 +00:00
src-tauri Fix Windows workflow issues(#5694) 2026-05-22 05:32:30 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py ci: broaden Linux + narrow Windows llama.cpp runtime patterns + trim #5741 comments (#5746) 2026-05-23 21:48:12 -07:00
install_python_stack.py ci: broaden Linux + narrow Windows llama.cpp runtime patterns + trim #5741 comments (#5746) 2026-05-23 21:48:12 -07:00
LICENSE.AGPL-3.0 Add AGPL-3.0 license to studio folder 2026-03-09 19:36:25 +00:00
package-lock.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
package.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
setup.bat Final cleanup 2026-03-12 18:28:04 +00:00
setup.ps1 studio: regenerate desktop launcher on unsloth studio update (macOS + Linux + Windows) (#5577) 2026-05-19 05:49:10 -07:00
setup.sh Route CPU-only Linux x86_64 to ggml-org/llama.cpp prebuilts (#5302) 2026-05-05 23:22:22 -07:00
Unsloth_Studio_Colab.ipynb studio: add --local to setup.sh + overlay unsloth-zoo from git main (#5252) 2026-05-02 08:51:56 +04:00