unsloth/studio/frontend
Daniel Han 3f6057a2b2 Bound the gallery blob cache, and three interlock fixes
Four review findings, all reproduced first:

- The gallery object-URL caches were unbounded. A clip runs from a few MB to a
  few hundred, both pages stay mounted after their first visit, and entries were
  only dropped on delete, so scrolling pinned everything for the session. Both
  pages now share a byte-budgeted LRU (512 MB video / 192 MB images) keyed off
  the visibility signal the near-viewport fetching already provides. On-screen
  media, the selected clip or image, and the item just fetched are never
  evicted, so eviction is invisible and a single item larger than the whole
  budget cannot evict itself into a refetch loop.

- The image, video and chat load guards ran two independent training probes but
  returned early when the FIRST one raised, so an unreadable LLM backend
  disabled the diffusion interlock and a load could proceed straight into an
  active diffusion trainer on the same GPU. The probes are independent now.

- An engine switch swallowed a failed teardown and published the new engine
  anyway, which is exactly the leak the unload exists to prevent: the arbiter's
  evictor, /images/unload and the next load all resolve through
  get_active_diffusion_engine(), so the still-resident pipeline (or a live
  sd-server) became unreachable and the next load allocated on top of it. The
  switch now fails and leaves the old engine published, so it stays reclaimable.

- The native generation timeout was 30 minutes while the Images page waits up to
  6 hours (SETTLE_MAX_MS), so slow-but-progressing CPU jobs died deterministically
  at the deadline. Measured on GPU-less runners, a 512x512 4-step Q2_K generation
  took 900 s on Linux and 1465 s on Windows, so larger images or step counts clear
  half an hour easily. The ceiling now matches the page's window and applies to
  the whole request: chunks of a split batch share one deadline instead of each
  getting a full budget. Cancellation is unchanged.

Declined: gating the huggingfacenotorch extra off Python 3.9 over the
conditional diffusers marker. The marker is deliberate and its comment says why:
diffusers dropped 3.9 in 0.38, so pinning >=0.39 outright leaves pip no candidate
and the whole extra unresolvable there. The pipelines it names live in
studio/backend, which cannot install on 3.9 anyway (studio.txt pins
matplotlib==3.10.9 and fastmcp>=3.0.2, both requires_python >=3.10), and the
extra is the general core one, so the alternative drops 3.9 for library users who
never touch Studio.
2026-07-27 05:08:45 +00:00
..
public Add interactive Agents command builder (#7312) 2026-07-26 17:09:19 -07:00
src Bound the gallery blob cache, and three interlock fixes 2026-07-27 05:08:45 +00:00
.gitignore perf(studio): upgrade to Vite 8 + auto-install bun for faster frontend builds (#4522) 2026-03-25 04:27:41 -07:00
.gitkeep add studio root folder 2026-02-02 09:14:35 +00:00
.npmrc Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
biome.json feat: add seed dataset support with configuration, preview, and builder utilities 2026-02-14 18:44:38 +01:00
components.json add studio root folder 2026-02-02 09:14:35 +00:00
data-designer.openapi (1).yaml save and import, and fixes 2026-02-04 14:32:49 +01:00
eslint.config.js Final cleanup 2026-03-12 18:28:04 +00:00
index.html Unsloth: appearance palettes, customization options, and control restyle (#7077) 2026-07-14 05:12:08 -07:00
package-lock.json Unsloth: appearance palettes, customization options, and control restyle (#7077) 2026-07-14 05:12:08 -07:00
package.json Merge origin/main into image-generation (PR #6763) 2026-07-25 00:34:38 -07:00
tsconfig.app.json chore(studio/frontend): normalize line endings to LF (#6012) 2026-06-12 03:51:59 -07:00
tsconfig.json chore(studio/frontend): normalize line endings to LF (#6012) 2026-06-12 03:51:59 -07:00
tsconfig.node.json chore(studio/frontend): normalize line endings to LF (#6012) 2026-06-12 03:51:59 -07:00
vite.config.ts Fix Install commands for Windows + 1 line installs (#4447) 2026-03-19 02:09:09 -07:00