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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 Inference Endpoints

Model card Files Files and versions Community

echarlaix HF staff commited on Oct 26, 2022

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@@ -49,8 +49,8 @@ The linear modules **albert.encoder.albert_layer_groups.0.albert_layers.0.ffn_ou
 ### Load with Intel® Neural Compressor:
 ```python
-from neural_compressor.utils.load_huggingface import OptimizedModel
-int8_model = OptimizedModel.from_pretrained(
-    'Intel/albert-base-v2-sst2-int8-static',
-)
 ```

 ### Load with Intel® Neural Compressor:
 ```python
+from optimum.intel.neural_compressor import IncQuantizedModelForSequenceClassification
+model_id = "Intel/albert-base-v2-sst2-int8-static"
+int8_model = IncQuantizedModelForSequenceClassification.from_pretrained(model_id)
 ```