---
pipeline_tag: text-generation
tags:
- ONNX
- DML
- ONNXRuntime
- phi3
- nlp
- conversational
- custom_code
inference: false
language:
- en
---
# EmbeddedLLM/Phi-3-mini-4k-instruct-onnx-directml

## Performance Metrics

<!-- These are the evaluation metrics being used, ideally with a description of why. -->
### DirectML
We measured the performance of DirectML on AMD Ryzen 9 7940HS /w Radeon 78

| Prompt Length | Generation Length | Average Throughput (tps) |
|---------------------------|-------------------|-----------------------------|
| 128 | 128  | - |
| 128 | 256  | - |
| 128 | 512 | - |
| 128 | 1024 | - |
| 256 | 128  | - |
| 256 | 256  | - |
| 256 | 512 | - |
| 256 | 1024 | - |
| 512 | 128  | - |
| 512 | 256  | - |
| 512 | 512 | - |
| 512 | 1024 | -  |
| 1024 | 128  | - |
| 1024 | 256  | - |
| 1024 | 512 | - |
| 1024 | 1024 | -  |