Add GLM4-MOE Mode w/Disaggregated Prefill and Decode Support#988
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vbaddi wants to merge 8 commits into
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Add GLM4-MOE Mode w/Disaggregated Prefill and Decode Support#988vbaddi wants to merge 8 commits into
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Enable GLM4-MOE chunked prefill MoE, KV-blocked attention, and disaggregated serving export with subfunctions. - GLM4-MOE decode path - Chunked prefill MoE path with packed expert dispatch - KV-blocked attention path - Disaggregated prefill/decode serving example - ONNX subfunction export for decode and prefill Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
Use the headpar_offline KV-blocking path by default for GQA-compatible KV blocking, with fallback to the previous online implementation for unsupported masking/bias cases. Revert to previous commit if fails. WIP Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
Route KV-containing combined blocking modes through the headpar_offline path when supported, and pass user-tiled compile flags explicitly in the GLM4 MoE disagg example. Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
…on export and update example Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
Trace chunked prefill exports with the requested prefill_seq_len so packed MoE dispatch unrolls all packed chunks, restore torch.full_likeindex init, and add ONNX coverage for the second packed chunk slice. Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
…ss/qwen3/pr935 Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
Signed-off-by: vbaddi <vbaddi@qti.qualcomm.com>
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Summary
Adds GLM4-MOE support for disaggregated serving with chunked prefill.
Supported
Tested
prefill_seq_len=512, packed chunk size256