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--- |
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license: mit |
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pipeline_tag: text-generation |
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tags: |
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- ONNX |
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- DML |
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- ONNXRuntime |
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- phi3 |
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- nlp |
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- conversational |
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- custom_code |
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inference: false |
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language: |
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- en |
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--- |
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# EmbeddedLLM/Phi-3-medium-4k-instruct-onnx-directml |
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## Performance Metrics |
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<!-- These are the evaluation metrics being used, ideally with a description of why. --> |
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### DirectML |
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We measured the performance of DirectML on AMD Ryzen 9 7940HS /w Radeon 78 |
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| Prompt Length | Generation Length | Average Throughput (tps) | |
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|---------------------------|-------------------|-----------------------------| |
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| 128 | 128 | - | |
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| 128 | 256 | - | |
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| 128 | 512 | - | |
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| 128 | 1024 | - | |
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| 256 | 128 | - | |
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| 256 | 256 | - | |
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| 256 | 512 | - | |
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| 256 | 1024 | - | |
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| 512 | 128 | - | |
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| 512 | 256 | - | |
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| 512 | 512 | - | |
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| 512 | 1024 | - | |
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| 1024 | 128 | - | |
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| 1024 | 256 | - | |
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| 1024 | 512 | - | |
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| 1024 | 1024 | - | |
