unsloth/studio/backend/core
Daniel Han 6e2e8c846c Harden video diffusion cache, CFG-parallel replica, and layerwise-fp8 rollback
- diffusion_attention: clear the HunyuanVideo-1.5 null-mask flag with an always_call
  post-hook so it is scoped to one hooked forward and never latches across an
  exception; add attention_backend_supported_on_device to arch-gate an
  already-resolved backend on a specific (heterogeneous) CUDA device.
- video: make the explicit MagCache resize transactional via _step_cache_all_or_none
  (refuse to stack a fresh cache over one that could not be disabled; roll a mixed
  resize back and report the true state); raise on a failed all-or-none rollback
  instead of falsely reporting an uncached pipeline.
- diffusion_cfg_parallel: re-validate the attention backend on the replica device
  and pin native there when unsupported; mirror the primary's max tier on the
  replica (max-autotune compile + direct QKV fusion) via a new speed_mode arg;
  prefer a viable heterogeneous secondary GPU over an unusable identical one; clear
  the const cache at each plan_generation.
- diffusion_vae_quant / diffusion_precision: detect a partial diffusers
  layerwise-fp8 mutation (leftover casting hooks the torchao detector cannot see)
  and fail the load closed, while a clean failure still falls back to dense.
- video_speedmem_bench: engage the dual-expert cache all-or-none like the loader.
- frontend video api: add text_encoder_quant / vae_quant and the auto/off literals
  to VideoLoadRequest so typed callers match the backend contract.
2026-07-13 01:30:22 +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 Harden video diffusion cache, CFG-parallel replica, and layerwise-fp8 rollback 2026-07-13 01:30:22 +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 Close video single-file, training reservation, and image mount-resume gaps 2026-07-12 12:41:21 +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