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fix: [https://nvbugspro.nvidia.com/bug/5242406][fix] Fix fp8 kvcache support #3877
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Signed-off-by: Hao Lu <[email protected]@users.noreply.github.com>
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Description
Make sure thatquant_config
in attention kernel is not modified later when we reset thequant_config
in modules that are excluded from quantization.exclude_kv_cache
toQuantMode.has_any_quant
which is used in Linear and FusedMoE. This was causing issues with enabling fp8 kvcache with fp16/bf16 checkpoints.if use_paged_context_fmha and self.has_fp8_kv_cache
from trtllm attention. It doesn't make any sense because Linear quant_configs are independent from kvcache quant config.kv_cache_quant_algo
with the original value when resettingquant_config
for modules inquant_config.exclude_modules
.Test Coverage
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