unsloth/studio/backend/core
Daniel Han a3992cd0b6 Add the HunyuanImage 2.1 family to the image backend
The hunyuanvideo-community diffusers mirror carries the full stack in
standard layout: a 17B dual-stream DiT (32.5 GB bf16), a Qwen2.5-VL text
encoder, a ByT5 glyph encoder, the 32x HunyuanImage VAE, and
guider/ocr_guider components (AdaptiveProjectedMixGuidance) that diffusers
0.39 loads natively, so the generic from_pretrained pipeline path covers
everything with no per-component assembly.

Family notes:
- The call's guidance knob is distilled_guidance_scale (there is no
  guidance_scale kwarg), so cfg_kwarg routes the UI value there; real CFG
  runs inside the repo's guider at its baked scale. Defaults follow the
  card recipe: 50 steps, 3.25.
- 2K-native: verified live at both 1024 and 2048.
- Coexists with the HunyuanImage-3.0 structured exclusion (3.0 has no
  diffusers pipeline and stays excluded with its stated reason).
- int8/fp8 dense quantization verified live (LPIPS 0.186 both vs same-seed
  bf16); a short prompt does not trip the int8 torch._int_mm minimum on
  this arch, so no family exclude entry is needed.
- bf16 component table for the memory planner: (32.5, 16.3, 0.8) GB.
2026-07-17 12:54:12 +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 Add the HunyuanImage 2.1 family to the image backend 2026-07-17 12:54:12 +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