unsloth/studio
Daniel Han 8b385c44fb Studio diffusion (Phase 16) review round 2: native CPU arbiter, status offload, load race
Codex review on the native-engine routing:

- The /images/load route took the GPU arbiter (acquire_for(DIFFUSION) -> evict chat)
  unconditionally after engine selection. A native sd.cpp load on a pure-CPU host
  never touches the GPU, so that needlessly tore down the resident chat model. The
  handoff is now gated: diffusers always takes it, a force-native sd.cpp load on a
  CUDA/XPU/MPS box still takes it, but a native sd.cpp load on a CPU host skips it.

- sd_cpp status() hardcoded offload_policy 'none' / cpu_offload False even when
  _run_load computed real offload flags (balanced/low_vram/cpu_offload off-CPU), so
  the setting was unverifiable. status now derives them from state.offload_flags
  (still 'none' on CPU, where the flags are empty).

- _run_load committed the new state without cancelling/waiting on a generation that
  started during the (slow) asset download, so a stale sd-cli run against the OLD
  model could finish afterward and persist an image from the previous model once the
  new load reported ready. The commit now signals the in-flight cancel and waits on
  _generate_lock before swapping _state (taken only at commit, so the download never
  serialises against generation), mirroring the diffusers load path.

Tests: CPU native load skips the arbiter while a GPU native load takes it; status
reports offload active when flags are set; _run_load cancels and waits for an
in-flight generation before committing.
2026-06-29 10:59:27 +00:00
..
backend Studio diffusion (Phase 16) review round 2: native CPU arbiter, status offload, load race 2026-06-29 10:59:27 +00:00
frontend Address Codex review: FP16 fallback on pre-Ampere, forward HF token, hide edit models, download outside the load lock 2026-06-25 01:08:18 -03:00
src-tauri Update safe Studio Tauri cargo dependencies (#6612) 2026-06-23 16:15:00 +02:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py Verify DiffusionGemma visual-server binary against approved checksums (#6635) 2026-06-24 06:37:41 -07:00
install_node_prebuilt.py Pin isolated Node.js installer to committed sha256 digests (#6625) 2026-06-24 05:47:58 -07:00
install_python_stack.py Make _uv_safe_path space-safe on macOS/Linux (#6503) (#6534) 2026-06-24 04:02:24 -07:00
install_sd_cpp_prebuilt.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 15:51:26 +00:00
LICENSE.AGPL-3.0 Add AGPL-3.0 license to studio folder 2026-03-09 19:36:25 +00:00
node_prebuilt_pins.json Pin isolated Node.js installer to committed sha256 digests (#6625) 2026-06-24 05:47:58 -07:00
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/setup.sh: guard empty CUDA arch detection in the source build (#5854) (#6481) 2026-06-23 01:26:43 -07:00
setup.sh Clarify Studio --secure hint exposes a public Cloudflare tunnel (#6615) 2026-06-24 03:48:32 -07:00
Unsloth_Studio_Colab.ipynb Fix/studio colab proxy and iframe - Unsloth Studio not loading in Colab (iframe "refused to connect" and wrong URL) (#5844) 2026-05-28 23:54:48 -07:00