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LLM: support bigdl quantize kv cache env and add warning. (#10623)

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* LLM: support bigdl quantize kv cache env and add warnning.

* fix style.

* fix comments.
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Cengguang Zhang 2024-04-02 15:41:08 +08:00 committed by GitHub
parent 20a5e72da0
commit 58b57177e3
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7
python/llm/src/ipex_llm/transformers/models/utils.py
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@ -16,6 +16,7 @@
import os import os
import torch import torch
import warnings
from ipex_llm.utils.common import invalidInputError from ipex_llm.utils.common import invalidInputError
from ipex_llm.ggml.quantize import ggml_tensor_qtype from ipex_llm.ggml.quantize import ggml_tensor_qtype
from ipex_llm.transformers.utils import get_ipex_version, get_xpu_device_type from ipex_llm.transformers.utils import get_ipex_version, get_xpu_device_type
@ -74,6 +75,12 @@ def append_kv_cache(cache_k, cache_v, key_states, value_states):
def use_quantize_kv_cache(linear: torch.nn.Module, x: torch.Tensor) -> bool: def use_quantize_kv_cache(linear: torch.nn.Module, x: torch.Tensor) -> bool:
if os.environ.get("IPEX_LLM_LOW_MEM", None) is not None: if os.environ.get("IPEX_LLM_LOW_MEM", None) is not None:
return os.environ["IPEX_LLM_LOW_MEM"] == "1" return os.environ["IPEX_LLM_LOW_MEM"] == "1"
elif os.environ.get("BIGDL_QUANTIZE_KV_CACHE", None) is not None:
warnings.warn(
"`BIGDL_QUANTIZE_KV_CACHE` is deprecated and will be removed in future releases. "
"Please use `IPEX_LLM_QUANTIZE_KV_CACHE` instead."
)
return os.environ["BIGDL_QUANTIZE_KV_CACHE"] == "1"
elif os.environ.get("IPEX_LLM_QUANTIZE_KV_CACHE", None) is not None: elif os.environ.get("IPEX_LLM_QUANTIZE_KV_CACHE", None) is not None:
return os.environ["IPEX_LLM_QUANTIZE_KV_CACHE"] == "1" return os.environ["IPEX_LLM_QUANTIZE_KV_CACHE"] == "1"
else: else: