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albert-base-v2-sst2-int8-static-inc

Text Classification
Transformers
PyTorch
ONNX
English
albert
text-classfication
int8
Intel® Neural Compressor
neural-compressor
PostTrainingStatic
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1pikachu1111 commited on
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1 Parent(s): 024c1ed

update int8 onnx model and readme

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Signed-off-by: dujun <jun.du@intel.com>

Files changed (2) hide show
  1. README.md +4 -2
  2. model.onnx +2 -2
README.md CHANGED
@@ -63,12 +63,14 @@ This is an INT8 ONNX model quantized with [Intel® Neural Compressor](https://gi
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  The original fp32 model comes from the fine-tuned model [Alireza1044/albert-base-v2-sst2](https://huggingface.co/Alireza1044/albert-base-v2-sst2).
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  #### Test result
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  | |INT8|FP32|
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  |---|:---:|:---:|
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- | **Accuracy (eval-accuracy)** |0.9186|0.9232|
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- | **Model size (MB)** |89|45|
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  #### Load ONNX model:
 
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  The original fp32 model comes from the fine-tuned model [Alireza1044/albert-base-v2-sst2](https://huggingface.co/Alireza1044/albert-base-v2-sst2).
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+ The calibration dataloader is the eval dataloader. The calibration sampling size is 100.
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  #### Test result
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  | |INT8|FP32|
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  |---|:---:|:---:|
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+ | **Accuracy (eval-accuracy)** |0.9140|0.9232|
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+ | **Model size (MB)** |50|45|
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  #### Load ONNX model:
model.onnx CHANGED
@@ -1,3 +1,3 @@
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