unsloth/studio/backend
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
..
assets Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
auth Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
core Deny fp8/mxfp8/nvfp4 dense quant for the Qwen DiT (black frames, measured) 2026-07-04 08:51:10 +00:00
hub Fix Studio custom folders on Linux external drives (#6799) 2026-07-03 19:10:04 +01:00
loggers Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
models Add grad norm chart, clearer completion state, Windows caption keys, GGUF compute copy 2026-07-04 04:31:04 +00:00
plugins Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
requirements Merge remote-tracking branch 'origin/main' into image-generation 2026-07-01 10:47:21 +00:00
routes Merge branch 'image-generation' of https://github.com/unslothai/unsloth into image-generation 2026-07-04 05:01:57 +00:00
state Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
storage Fix Studio custom folders on Linux external drives (#6799) 2026-07-03 19:10:04 +01:00
tests Deny fp8/mxfp8/nvfp4 dense quant for the Qwen DiT (black frames, measured) 2026-07-04 08:51:10 +00:00
utils Fix Studio custom folders on Linux external drives (#6799) 2026-07-03 19:10:04 +01:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
cloudflare_tunnel.py Reap Studio child processes when the parent dies abnormally (#6425) 2026-06-18 05:51:22 -07:00
colab.py Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00
main.py Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
run.py studio: explicit Cloudflare tunnel notice and public-exposure warning at startup (#6515) 2026-06-30 17:47:48 +02:00
startup_banner.py Fix Windows Studio UTF-8 startup handling (#6614) 2026-07-01 13:47:33 +01:00