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[Bugfix] Fix `illegal memory access` error with chunked prefill, prefix caching, block manager v2 and xformers enabled together (#9532)
Signed-off-by: sasha0552 <admin@sasha0552.org>

Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>

Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>

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Removing the block manager v1. This is the initial piece of prefix-caching-centric design. In order to achieve prefix-caching-centric design, we need to simplify the code path so that we only use v2 block manager (which has much higher performance on prefix caching).