unsloth/studio/backend
Datta Nimmaturi 3b5a49776b
[studio] multi gpu: revert to balanced for inference. (#4698)
* Revert to balanced for inference

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

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

* Remove unused for_inference parameter from get_device_map

Since inference and training both use "balanced" now, the for_inference
flag is dead code. Remove it from the function signature, the call site
in inference.py, and simplify the tests accordingly.

* Remove redundant TestDeviceMapForInference test class

TestGpuAutoSelection already covers the same multi-gpu and single-gpu
device_map assertions. The TestDeviceMapForInference class was left
over from when for_inference had distinct behavior.

* Remove redundant test_get_device_map_multi_gpu_uses_balanced

Its assertions ([0,1] -> balanced, [0] -> sequential) are already
covered by test_get_device_map_uses_explicit_gpu_selection.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2026-03-31 01:24:41 -07:00
..
assets studio: improve onboarding UX, tooltips, and training defaults (#4355) 2026-03-17 07:46:07 -07:00
auth fix: remove old comments (#4292) 2026-03-14 16:50:13 +04:00
core [studio] multi gpu: revert to balanced for inference. (#4698) 2026-03-31 01:24:41 -07:00
loggers Final cleanup 2026-03-12 18:28:04 +00:00
models [Studio] multi gpu finetuning/inference via "balanced_low0/sequential" device_map (#4602) 2026-03-30 02:33:15 -07:00
plugins Bump Data Designer to 0.5.4 (removes litellm dependency) (#4569) 2026-03-25 02:01:43 -07:00
requirements fix: no-torch install deps without pulling torch transitively (#4650) 2026-03-27 05:19:26 -07:00
routes [Studio] multi gpu finetuning/inference via "balanced_low0/sequential" device_map (#4602) 2026-03-30 02:33:15 -07:00
state Final cleanup 2026-03-12 18:28:04 +00:00
storage feat(studio): training history persistence and past runs viewer (#4501) 2026-03-25 00:58:55 -07:00
tests [studio] multi gpu: revert to balanced for inference. (#4698) 2026-03-31 01:24:41 -07:00
utils [studio] multi gpu: revert to balanced for inference. (#4698) 2026-03-31 01:24:41 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Fix Studio crash on Anaconda/conda-forge Python (#4484) 2026-03-22 05:36:55 -07:00
colab.py Allow install_python_stack to run on Colab (#4633) 2026-03-27 00:29:27 +04:00
main.py [Studio] multi gpu finetuning/inference via "balanced_low0/sequential" device_map (#4602) 2026-03-30 02:33:15 -07:00
run.py fix(studio): avoid UnicodeEncodeError on Windows cp1252 consoles (#4699) 2026-03-30 06:40:47 -07:00
startup_banner.py studio: unify Windows installer/setup logging style, verbosity controls, and startup messaging (#4651) 2026-03-30 00:53:23 -07:00