unsloth/studio/backend/core
Daniel Han c2b25feaee Guard inference loads and worker lifetime against diffusion training
Teach the chat and image load guards about an active diffusion (SDXL) LoRA
job: a chat load is refused (its footprint cannot be fit-checked against the
trainer) and an image load is refused outright, mirroring the existing LLM
training guards, so a load can no longer allocate GPU memory alongside the
trainer and undo the pre-start cleanup.

Bind the diffusion trainer subprocess to the parent's lifetime and scrub the
native path lease secret from it by running the child through
run_without_native_path_secret, matching the inference/export/LLM workers, so
a Studio crash or kill no longer leaves the trainer holding the GPU.

Reset in_model_load on the complete and error terminal events: a stop or
failure during model loading otherwise leaves the status reporting a stale
loading indicator after the job has ended.
2026-07-02 05:47:50 +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: imatrix GGUF option and FP8/NVFP4 compressed export in the export UI (#6729) 2026-06-30 03:41:02 -07:00
inference Merge branch 'diffusion-sdxl' of https://github.com/unslothai/unsloth into diffusion-sdxl 2026-07-02 04:34:21 +00:00
rag Studio RAG: disable trust_env on loopback llama-server httpx clients (#6775) 2026-07-01 03:58:08 -07:00
training Guard inference loads and worker lifetime against diffusion training 2026-07-02 05:47:50 +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 Fix Gemma 4 GGUF OpenAI API streams (#6476) 2026-06-23 06:13:56 -07:00