metadata

license: mit
pipeline_tag: text-generation
tags:
  - ONNX
  - DML
  - ONNXRuntime
  - phi3
  - nlp
  - conversational
  - custom_code
inference: false
language:
  - en

EmbeddedLLM/Phi-3-mini-128k-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	-