|
--- |
|
license: mit |
|
language: |
|
- multilingual |
|
base_model: |
|
- microsoft/Phi-3.5-mini-instruct |
|
pipeline_tag: text-generation |
|
library_name: transformers |
|
tags: |
|
- nlp |
|
- code |
|
- onnx |
|
- amd |
|
--- |
|
|
|
# microsoft/Phi-3.5-mini-instruct |
|
- ## Introduction |
|
This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment. |
|
- ## Quantization Strategy |
|
- AWQ / Group 128 / Asymmetric / BF16 activations / UINT4 Weights |
|
- ## Quick Start |
|
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) |
|
|
|
#### Evaluation scores |
|
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 7.07136. |
|
|
|
#### License |
|
Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved. |
|
|
|
MIT License |
|
|
|
Copyright (c) 2024 Advanced Micro Devices, Inc |
|
|
|
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal |
|
in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
|
copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: |
|
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. |
|
|
|
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
|
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
|
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 |
|
SOFTWARE. |
|
|
|
license: MIT license |
