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--- |
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license: mit |
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language: |
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- multilingual |
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base_model: |
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- microsoft/Phi-3.5-mini-instruct |
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pipeline_tag: text-generation |
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library_name: transformers |
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tags: |
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- nlp |
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- code |
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- onnx |
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- amd |
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--- |
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# microsoft/Phi-3.5-mini-instruct |
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- ## Introduction |
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This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment. |
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- ## Quantization Strategy |
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- AWQ / Group 128 / Asymmetric / BF16 activations |
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- ## Quick Start |
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For quickstart, refer to npu-llm-artifacts_1.3.0.zip available in [RyzenAI-SW-EA](https://account.amd.com/en/member/ryzenai-sw-ea.html) |
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#### Evaluation scores |
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The perplexity measurement is run on the wikitext-2-raw-v1 (raw data) dataset provided by Hugging Face. Perplexity score measured for prompt length 2k is 7.12716. |
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#### License |
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Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved. |
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MIT License |
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Copyright (c) 2024 Advanced Micro Devices, Inc |
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Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal |
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in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
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copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: |
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. |
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
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SOFTWARE. |
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license: MIT license |
