unsloth/studio
danielhanchen e895535b96 Harden sandbox classifier against round-10 introspection and indirection bypasses
Static classifier:
- Flag mro()[i] base-class extraction alongside subscripted __mro__ (FileIO C base recovery).
- Fail closed on non-literal shell redirect targets and cd to an outside directory.
- Block sys.modules mutating methods (pop/popitem/clear/setdefault/update) that drop a guarded module for reimport.
- Detect indirect eval/exec: <builtin>.__call__(payload) and eval/exec/compile passed by reference to a higher-order call (map/reduce/partial), including starred literals.
- Block inspect.getclosurevars() closure recovery of a guarded wrapper.
- Track runpy run_path/run_module from-import aliases.
- Expand starred literal path arguments in the sensitive-read scanner.
- Resolve container-hidden deserializers (([pickle.loads][0])(payload)).

Runtime backstop:
- Guard the low-level posix/nt chdir (cwd escape) and fchmod/fchown fd metadata mutators, matching the os.* deniers.

Adds TestRound10Bypasses and low-level posix runtime tests.
2026-07-09 19:51:54 +00:00
..
backend Harden sandbox classifier against round-10 introspection and indirection bypasses 2026-07-09 19:51:54 +00:00
frontend Stabilize floating monitor drag (#6984) 2026-07-09 00:16:05 -07:00
src-tauri Speed up Studio startup path (#6899) 2026-07-07 18:08:07 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py Studio: add Vulkan llama.cpp support (#5819) 2026-07-09 03:39:48 -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 Studio: fix flash-attn and torchao install on Blackwell (sm_100+) GPUs (Closes #6961) (#6970) 2026-07-08 06:38:10 -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 Fix Windows installer torch index override (#6972) 2026-07-09 03:46:47 -07:00
setup.sh Studio: source CPU llama.cpp prebuilts from unslothai/llama.cpp (#6311) 2026-07-08 05:34:59 -07:00
Unsloth_Studio_Colab.ipynb Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00