[doc] Update Readme.md and NPU-Support.md#234
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Add self-contained causal_conv1d kernel module (no mindspeed_ops dependency) with full Triton forward/backward implementations adapted from MindSpeed-Ops. Patch monkey_patch_npu to bind npu_causal_conv1d_fn on NPU-patched modules, remove torch fallback in linear_attention_sp, and add NPU-aware causal_conv1d wrapper in gdn_padding_free (no transpose needed, [B,T,D] native format).
Update NPU-Support.md
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Code Review
This pull request updates the documentation (READMEs and NPU support guides in both English and Chinese) to detail Qwen3.5/3.6 FLA compatibility, Triton-Ascend and MindSpeed version requirements, and NPU patch environment variables. The review feedback highlights a version inconsistency in the English guide (listing MindSpeed as 26.0.0_core_r0.12.1 instead of 2.3.0_core_r0.12.1) and requests clarification on whether the lack of FP8 support on Ascend A3 is a hardware or software-level limitation.
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