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Update dynamic loading report reference #7321

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michaelgsharp merged 1 commit into from
Nov 20, 2024
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Update dynamic loading report reference #7321

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4 changes: 2 additions & 2 deletions docs/gen-ai/README.md
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Expand Up @@ -11,6 +11,6 @@ This folder contains the design doc for GenAI Model package
- [Tokenizer](./Tokenizer.md)

### Need further investigation
- [Dynamic loading](./DynamicLoading.md): load only part of model to GPU when gpu memory is limited. We explore the result w/o dynamic loading in [this report](../DynamicLoadingReport.md)
- [Dynamic loading](./DynamicLoading.md): load only part of model to GPU when gpu memory is limited. We explore the result w/o dynamic loading in [this report](./DynamicLoadingReport.md)
- Improve loading speed: I notice that the model loading speed from disk to memory is slower in torchsharp than what it is in huggingface. Need to investigate the reason and improve the loading speed
- Quantization: quantize the model to reduce the model size and improve the inference speed
- Quantization: quantize the model to reduce the model size and improve the inference speed