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[KVCache][BugFix] Fix cache_controller_v1 kv_cache_quant_type dtype and null value_cache_shape crash#7757

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[KVCache][BugFix] Fix cache_controller_v1 kv_cache_quant_type dtype and null value_cache_shape crash#7757
kevincheng2 wants to merge 4 commits into
PaddlePaddle:developfrom
kevincheng2:fix/cache-controller-v1-kv-quant-dtype

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