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amd/
DeepSeek-R1-Distill-Llama-8B-onnx-ryzenai-npu

Name: DeepSeek-R1-Distill-Llama-8B-onnx-ryzenai-npu
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onnx

ryzenai-npu

deepseek-ai/DeepSeek-R1-Distill-Llama-8B

quantized

mit

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DeepSeek-R1-Distill-Llama-8B-onnx-ryzenai-npu

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 / BFP16 activations / UINT4 Weights
Quick Start
For quickstart, refer to Ryzen AI documentation

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 14.3902.
The average MMLU scores are astronomy - 55.92, philosophy - 50.48 and management - 56.31.

License

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

amd/DeepSeek-R1-Distill-Llama-8B-onnx-ryzenai-npu

DeepSeek-R1-Distill-Llama-8B-onnx-ryzenai-npu

Introduction

Quantization Strategy

Quick Start

Evaluation scores

License

amd/
DeepSeek-R1-Distill-Llama-8B-onnx-ryzenai-npu