unsloth/studio
Nilay e5cf956601
Studio: shareable per-checkpoint preview links (#6486)
* checkpoint preview endpoint

* harden new preview endpoints

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* address review

* Studio preview: pin adapter, guard streaming submit, robust copy-link

Harden the public per-checkpoint preview surface:

- Pin use_adapter=True in the preview payload sanitizer. Otherwise an
  unauthenticated /p caller can POST use_adapter=false, which calls
  disable_adapter_layers() on the shared in-memory model without restoring
  it; since load_model skips reloads for the same checkpoint, every later
  visitor (the page never sends the field) keeps getting base-model output
  instead of the fine-tuned checkpoint. Forcing it on also re-enables a
  previously disabled adapter and no-ops on merged checkpoints.
- Ignore preview-page submits while a response is streaming. The send
  button was disabled but the Enter handler still called requestSubmit(),
  so a second request could start before the first reply landed in msgs and
  reorder the chat history. Both the keydown and submit handlers now honor
  the disabled button.
- Keep the cloudflare-URL polling loop alive across transient startup fetch
  errors instead of letting one rejection halt it.
- Build the copy-link from a backend preview_ref (output dir relative to
  outputs_root, gated on previewability and the two-segment /p route limit)
  so a nested output dir no longer copies a basename-only link that 404s.
  Expose preview_ref on training run summaries.

Add route-level security tests (path traversal, payload sanitization,
asset containment, CSP header, HTML title escaping, streaming lock held
until drained) and preview_ref unit tests.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Studio preview: Safari-safe submit and adapter pin only for LoRA

Follow-ups from cross-browser and route simulations:

- Preview page: send the message from a shared send() helper called by both
  the form submit and the Enter key, instead of form.requestSubmit(). The
  latter throws on Safari < 16 and older iOS, which broke Enter-to-send there.
  Verified across Chromium, Firefox and WebKit with Playwright.
- Only pin use_adapter=True when the resolved checkpoint is a LoRA adapter
  (adapter_config.json present); for a merged checkpoint strip it to None.
  A merged model has no adapter to toggle, so forcing it on only produced a
  per-request "not a PeftModel" warning. The cross-request base-model
  contamination fix still holds for LoRA previews.

Add a merged-checkpoint test asserting use_adapter is stripped to None.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Studio preview: trim verbose comments

Tighten comments across the preview routes, page, checkpoint helpers, and tests
to short single-line notes; drop ones that just restate the code. No behavior
change (verified comment/docstring-only with comment_tools.py check).

* Harden preview routes for PR #6486

- Return a generic 400 detail on a rejected preview path so the public /p
  route never echoes the absolute install path (the real reason is logged
  server-side instead).
- Strip confirm_tool_calls, session_id and rag_scope in the preview payload
  sanitizer so the public surface stays inert regardless of the tool gate.
- Use Path.is_relative_to for the asset containment check, matching the rest
  of the codebase.
- Add img-src 'self' and font-src 'self' to the preview page CSP.
- Preview page: on a mid-stream error keep the streamed text, flag the break,
  and restore the prompt so the user can retry; drop the unused --font-sans var.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Lee Jackson <130007945+Imagineer99@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2026-06-24 06:31:53 -07:00
..
backend Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
frontend Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
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 Studio: treat data-center Blackwell (sm_100/sm_103) as Blackwell in llama.cpp prebuilt selection (#6584) 2026-06-23 05:15:09 -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
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