unsloth/studio/backend/core
Daniel Han 133f6fecf7 Studio: harden video/diffusion cache, attention, and CFG-parallel fault paths
- diffusion_attention: arch-gate FlashAttention 2 to Ampere (SM80)+ in both the
  primary selector and the heterogeneous-replica guard (it crashed on pre-Ampere).
- diffusion_cfg_parallel: convert boolean attn masks to additive bias before the direct
  cuDNN op so partial masks match F.scaled_dot_product_attention; make proxy disable_cache
  transactional (clean both branches, mark broken, surface a reload-required error).
- diffusion_cache: fail closed when a magcache step-count resize or below-threshold
  disable cannot remove the old cache; surface a failed enable+cleanup instead of a false
  uncached None.
- video: roll back earlier experts when a later expert raises in the all-or-none step-cache
  loop; fail the load when the primary-only cache cannot be re-engaged through the
  CFG-parallel proxy; validate transformer_cache_quality and cfg_parallel before the worker.
- scripts: place the fp8 ablation pipeline on CUDA; fail closed on a failed magcache resize
  in the speedmem bench; label OOM distinctly in the SDPA mask probe.
- tests: regressions for the FA2 arch gate, transactional proxy disable, all-or-none
  exception rollback, magcache fail-closed transitions, and enable+cleanup failure.
2026-07-13 09:46:17 +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 Studio: harden video/diffusion cache, attention, and CFG-parallel fault paths 2026-07-13 09:46:17 +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 Merge remote-tracking branch 'origin/image-generation' into r7021 2026-07-13 09:28:04 +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