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Can I implement block quantization through tensorflow-quantization? #4283

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lqq-feel opened this issue Dec 15, 2024 · 4 comments
Open

Can I implement block quantization through tensorflow-quantization? #4283

lqq-feel opened this issue Dec 15, 2024 · 4 comments

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@lqq-feel
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I want to implement block quantization through tensorflow-quantization, what process should I need to follow? Or can you support a simple case?

@lix19937
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@lqq-feel
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Maybe it helps, https://github.com/NVIDIA/TensorRT/tree/release/10.7/tools/tensorflow-quantization
I have read through it before, but not found a example to implement block quantization. So I do not know that does it really support block quantization?

@lix19937
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trt-llm has do some work on lora, which include Block-wise Quantization.

@lqq-feel
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trt-llm has do some work on lora, which include Block-wise Quantization.
Can trt-llm do block-wise quantization on non-LLM, a graphdef model of tensorflow?

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