metadata
license: mit
pipeline_tag: text-generation
tags:
- ONNX
- DML
- ONNXRuntime
- phi3
- nlp
- conversational
- custom_code
inference: false
language:
- en
EmbeddedLLM/Phi-3-mini-4k-instruct-onnx-cpu-int4-rtn-block-32
Performance Metrics
CPU-INT4-RTN-BLOCK-32
We measured the performance of CPU-INT4-RTN-BLOCK-32 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 | - |