refactor(flydsl): clean sparse MLA prefill implementation

dce56d9

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PR Title Tags & Labels on: pull_request_target

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Kimi Perf Downstream on: pull_request

Kimi-K2.5 perf (${{ matrix.backend }})

Kimi Downstream Test on: pull_request

Kimi-K2.5 (${{ matrix.backend }})

Checks on: pull_request 2

Check Repository Dependency

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Check Code Style with Ruff

OPUS Test on: pull_request

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OPUS Tests (${{ matrix.label }})

vLLM disagg CI smoke workflow on: pull_request

ci_config

Select upstream vLLM cases

Build gfx950 Aiter overlay wheels

matrix.case_name

Atom Test on: pull_request

ci_config

check-signal

load-atom-models

Accuracy (${{ matrix.display_name }}, ${{ matrix.runner }})

vLLM Benchmark on: pull_request

ci_config

check-signal

Build Aiter wheel

vLLM Benchmark

Sglang Downstream Test on: pull_request

ci_config

check-signal

select-sglang-tests

Sglang ${{ matrix.model }} ${{ matrix.test_type }} (8 GPU)

Aiter Test on: pull_request

Detect Aiter Test Scope

ci_config

check-signal

build_aiter_wheels

prepare_triton_wheel

Upload wheels and manifest to S3

split_aiter_tests

Detect Multi-GPU Test Scope

Standard Tests (1 GPU)

Multi-GPU Tests (8 GPU)

Standard Test Results

Tuned Op Bench

Aiter Test Gate

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