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set kv cache dtype

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Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
This commit is contained in:
Wang, Yi A 2024-10-08 08:00:06 -04:00
parent 92fa7ac7e9
commit 78ca1414b7
1 changed files with 6 additions and 2 deletions
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8
server/text_generation_server/models/flash_causal_lm.py
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@ -950,10 +950,14 @@ class FlashCausalLM(Model):
dtype = default_dtype if dtype is None else dtype dtype = default_dtype if dtype is None else dtype
else: else:
device = torch.device("cpu") device = torch.device("cpu")
# Float16 doesn't exist on target.
dtype = torch.bfloat16 if dtype is None else dtype dtype = torch.bfloat16 if dtype is None else dtype
if quantize in ["awq", "exl2", "gptq", "marlin"]: if (
quantize in ["awq", "exl2", "gptq", "marlin"]
and dtype == torch.float16
):
# Float16 doesn't exist on target.
dtype = torch.bfloat16 dtype = torch.bfloat16
kv_cache_dtype = torch.bfloat16
init_cpu_threads_env(rank_id=rank, world_size=world_size) init_cpu_threads_env(rank_id=rank, world_size=world_size)
else: else:
raise NotImplementedError(f"{model_class} is only available on GPU") raise NotImplementedError(f"{model_class} is only available on GPU")