unsloth/studio/backend
Daniel Han 2c4386ffc1 Pass the calibrated distilled sigma curve to LTX-2.3 8-step runs
The 22B distilled DiT was trained against ltx_core's fixed
DISTILLED_SIGMA_VALUES, but the diffusers scheduler derives 8-step
spacing from resolution-shifted flow matching and lands far off at
every reachable mu (second sigma 0.945-0.981 vs 0.99375, tail
0.37-0.61 -> 0.1 vs 0.725 -> 0.42 -> 0). At the distilled default step
count the backend now passes the list verbatim, neutralising the
scheduler's dynamic shift and terminal stretch for the call (they
distort even explicit sigmas) and restoring them afterwards. Other
step counts and the dev/base DiT keep the scheduler's own spacing.

Live-verified on B200: the scheduler holds the exact curve after an
8-step distilled GGUF generation, config restored, healthy clip. Also
reword the transformer_quant resolved reason to the measured reality:
quant halves resident weights and hosted checkpoints cut load time,
while per-step speed is roughly bf16 parity.
2026-07-18 10:59:08 +00:00
..
assets Add DeepSeek-V4-Flash-GGUF to Studio with none/high/max reasoning (#6908) 2026-07-07 06:13:43 -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 Pass the calibrated distilled sigma curve to LTX-2.3 8-step runs 2026-07-18 10:59:08 +00:00
hub Studio: resolve the repo-root MTP drafter after the MTP/ GGUF rename (#7031) 2026-07-09 06:46:00 -07:00
loggers Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
models Fix video progress under-reporting during load and generate 2026-07-18 03:48:54 +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 fold-integration 2026-07-07 05:52:16 +00:00
routes Add Wan2.2-I2V-A14B image-to-video support to the video backend 2026-07-17 11:18:01 +00:00
state Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
storage Sort chat recents by last activity (#6844) 2026-07-07 17:54:32 +01:00
tests Pass the calibrated distilled sigma curve to LTX-2.3 8-step runs 2026-07-18 10:59:08 +00:00
utils Studio: auto-detect completion masking markers, stop silent full-sequence training (#7054) 2026-07-11 05:13:45 -07:00
__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 Tighten comments in the diffusion training core and API models 2026-07-12 12:06:44 +00:00
run.py Studio: fix torch CUDA undefined-symbol errors from a conflicting LD_LIBRARY_PATH (#6905) 2026-07-06 23:48:23 -07:00
startup_banner.py Fix Windows Studio UTF-8 startup handling (#6614) 2026-07-01 13:47:33 +01:00