unsloth/studio/backend/core
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
..
data_recipe Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
export Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference Pass the calibrated distilled sigma curve to LTX-2.3 8-step runs 2026-07-18 10:59:08 +00:00
rag Run the malware gate on the RAG embedding model before it loads (#6887) 2026-07-07 04:30:21 -07:00
training Add FLUX.2 Klein and FLUX.2-dev DiT LoRA training 2026-07-17 09:34:14 +00:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
import_guards.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
tool_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00