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Feature/int8tensorwise ck wire#30

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silveroxides wants to merge 3 commits into
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feature/int8tensorwise-ck-wire
Open

Feature/int8tensorwise ck wire#30
silveroxides wants to merge 3 commits into
mainfrom
feature/int8tensorwise-ck-wire

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Also better orig_dtype handling I hope.

utils/eager_quantization.py: int8_linear now tries ck.int8_linear first,
which routes through torch.ops.comfy_kitchen.int8_linear -> registry ->
triton backend if available, else eager. Falls back to local chunked
torch.int8_mm path on ImportError or any runtime failure.

unified_ops.py: add TODO #2 comment on broken-state else branch in
_load_from_state_dict (is_tensorwise + no ck = raw int8 + null layout).
Add TODO #3 comment on missing 3D input reshape guard in else branch of
forward_comfy_cast_weights.
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