unsloth/studio
Daniel Han 7bf80f6a4e Deny fp8/mxfp8/nvfp4 dense quant for the Qwen DiT (black frames, measured)
A 28-pair accuracy gate on a B200 (same-seed vs the dense bf16 reference)
found per-row fp8 dynamic quant renders EVERY qwen-image frame black
(mean luma 0.0000, SSIM 0.016), reproduced identically with on-the-fly
quantize_ on the dense transformer, so it is the model's activation range,
not a checkpoint artifact. mxfp8 shows real semantic damage at 1024px
(CLIP delta mean 0.0146, worst cases 0.064/0.102) and nvfp4 measures
LPIPS mean 0.51. int8 dynamic (per-token scales) is excellent on Qwen:
LPIPS mean 0.069, SSIM 0.958.

The per-scheme smoke probe only proves the GEMM kernel runs, so it cannot
catch model-level breakage. Add _FAMILY_SCHEME_DENY consulted by
select_transformer_quant_scheme: auto skips denied schemes (Qwen lands on
int8) and an explicit denied request returns None, the same GGUF-fallback
contract as an unsupported scheme. Family is threaded from the three
diffusion.py call sites; existing behavior is unchanged for every other
family. 4 new tests; 529 diffusion tests green; CI-sim green.
2026-07-04 08:51:10 +00:00
..
backend Deny fp8/mxfp8/nvfp4 dense quant for the Qwen DiT (black frames, measured) 2026-07-04 08:51:10 +00:00
frontend Rename the GGUF compute control to Dtype and simplify the empty-state copy 2026-07-04 06:17:45 +00:00
src-tauri Speed up Studio desktop startup (#6742) 2026-06-29 15:27:39 +02:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py Studio: stop handing CI/user secrets to downloaded llama.cpp binaries (#6696) 2026-06-27 05:21:05 -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 Guard Windows ROCm torchao override skip (#6837) 2026-07-03 19:24:29 +01:00
install_sd_cpp_prebuilt.py Studio: use the Unsloth stable-diffusion.cpp prebuilt mirror for native diffusion (#6787) 2026-07-03 16:02:51 -03:00
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] Add --with-llama-cpp-dir installer flag to reuse a local llama.cpp (#6472) 2026-07-02 22:11:20 +01:00
setup.sh [Studio] Add --with-llama-cpp-dir installer flag to reuse a local llama.cpp (#6472) 2026-07-02 22:11:20 +01:00
Unsloth_Studio_Colab.ipynb Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00