unsloth/studio
Daniel Han ae6fb93b6f Fix MLA fallback and SWA global/local ratio heuristic
Two fixes based on review findings:

1. MLA fallback now uses key_length_mla from GGUF metadata instead of
   hardcoded rope_dim=64. Falls back to 64 only when key_length_mla is
   absent. This ensures correct estimates for MLA variants that use
   rope dimensions other than 64.

2. SWA global/local layer ratio changed from 50/50 to 1/4 (25% global,
   75% SWA). Most sliding window architectures have predominantly local
   layers (Gemma-3 uses ~17% global, gpt-oss uses ~50%). The 1/4
   heuristic is closer to the common case and still a large improvement
   over the legacy formula which ignores SWA entirely.
2026-04-01 12:43:17 +00:00
..
backend Fix MLA fallback and SWA global/local ratio heuristic 2026-04-01 12:43:17 +00:00
frontend feat(studio): strip org prefix in model search to surface unsloth variants (#4749) 2026-04-01 04:37:28 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py fix(studio): source-build fallback prefers Unsloth's tested tag over upstream latest (#4593) 2026-03-25 07:25:47 -07:00
install_python_stack.py studio: unify Windows installer/setup logging style, verbosity controls, and startup messaging (#4651) 2026-03-30 00:53:23 -07:00
LICENSE.AGPL-3.0 Add AGPL-3.0 license to studio folder 2026-03-09 19:36:25 +00:00
setup.bat Final cleanup 2026-03-12 18:28:04 +00:00
setup.ps1 studio: Polish Windows installer/setup logs (#4736) 2026-03-31 23:12:42 -07:00
setup.sh Fix/bun windows bin detection (#4703) 2026-03-30 21:58:33 +04:00
Unsloth_Studio_Colab.ipynb Allow install_python_stack to run on Colab (#4633) 2026-03-27 00:29:27 +04:00