unsloth/studio/backend/core
Daniel Han 5d8bf5d094 Keep Qwen-Image's text-stream linears bf16 on int8 (short prompts break torch._int_mm)
Qwen-Image's MMDiT runs every text-stream Linear at M = actual prompt tokens: the
Qwen2.5-VL embeds are not padded to a fixed length like FLUX's 512-token T5. A short
prompt (13 tokens) or the near-empty negative prompt drives torch._int_mm below its
M > 16 floor and the first denoise step raises 'self.size(0) needs to be greater than
16, but got 13' (measured on B200 through the Studio images tab).

Add per-family int8 exclusions (txt_in, add_q/k/v_proj, to_add_out, txt_mlp) for
qwen-image and qwen-image-edit, threaded through exclude_tokens_for_scheme(scheme,
family) and the prequant checkpoint validation, so a checkpoint baked under the old
token list is rejected and re-quantised instead of loaded crashing. The text stream
runs at M = tens vs the image stream's M ~ 4k, so the exclusion costs nothing; the
rebuilt hosted checkpoint gates 28/28 PASS with LPIPS mean 0.057 (was 0.069).
2026-07-17 07:16:23 +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 Keep Qwen-Image's text-stream linears bf16 on int8 (short prompts break torch._int_mm) 2026-07-17 07:16:23 +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 Studio: tighten image-generation fix comments and docstrings 2026-07-13 13:32:28 +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