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Add experimental ov backend to NPU model #11383

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wants to merge 11 commits into from
Closed

Add experimental ov backend to NPU model #11383

wants to merge 11 commits into from

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yangw1234
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@yangw1234 yangw1234 commented Jun 20, 2024 •
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Description

Add experimental ov backend to NPU model, which is faster and use less CPU resources comparing to NPU Acceleration Library.

Usage

from ipex_llm.transformers.npu_model import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained(model_path, trust_remote_code=True,
                                                 npu_backend="openvino")

Remaining problem:

  • meet NaN with very high probability

@yangw1234 yangw1234 marked this pull request as ready for review June 21, 2024 05:43
@yangw1234 yangw1234 changed the title [WIP] Add experimental ov backend to NPU model Add experimental ov backend to NPU model Jun 21, 2024
@yangw1234 yangw1234 mentioned this pull request Jun 26, 2024
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@yangw1234 yangw1234 closed this Jun 26, 2024
@yangw1234 yangw1234 deleted the ov_npu branch June 26, 2024 23:35
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@MeouSker77 MeouSker77 Awaiting requested review from MeouSker77

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