gemma-2-2b-awq-uint4-asym-g128-lmhead-g32-fp16-onnx

• 简介

  该模型使用 AMD Quark 量化工具准备，并进行了必要的后处理。

• 量化策略

  • AWQ / lm_head 组大小 32 / 组大小 128 / 非对称 / UINT4 权重 / FP16 激活
  • 排除的层：无

• 快速开始

如需快速入门，请参考 Ryzen AI 文档

评估分数

困惑度测量在 Hugging Face 提供的 wikitext-2-raw-v1（原始数据）数据集上运行。针对 2k 提示词长度测量的困惑度分数为 66.625。

许可证

修改版权所有 (c) 2024 Advanced Micro Devices, Inc. 保留所有权利。

MIT License

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.