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diff --git a/...sources/autoapi/neural_compressor/torch/algorithms/base_algorithm/index.rst.txt b/...sources/autoapi/neural_compressor/torch/algorithms/base_algorithm/index.rst.txt
@@ -19,11 +19,19 @@ Classes
 
 
 
-.. py:class:: Quantizer(tune_cfg: collections.OrderedDict = {})
+.. py:class:: Quantizer(quant_config: Optional[Any] = None)
 
 
 
 
    The base quantizer for all algorithm quantizers.
 
+   The `Quantizer` unifies the interfaces across various quantization algorithms, including GPTQ, RTN, etc.
+   Given a float model, `Quantizer` apply the quantization algorithm to the model according to the `quant_config`.
+
+   To implement a new quantization algorithm,, inherit from `Quantizer` and implement the following methods:
+       - `prepare`: prepare a given model for convert.
+       - `convert`: convert a prepared model to a quantized model.
+   Note: `quantize` and `execute` are optional for new quantization algorithms.
+
 
diff --git a/...oapi/neural_compressor/torch/algorithms/static_quant/static_quant/index.rst.txt b/...oapi/neural_compressor/torch/algorithms/static_quant/static_quant/index.rst.txt
@@ -19,11 +19,19 @@ Classes
 
 
 
-.. py:class:: StaticQuantQuantizer(tune_cfg: collections.OrderedDict = {})
+.. py:class:: StaticQuantQuantizer(quant_config: collections.OrderedDict = {})
 
 
 
 
    The base quantizer for all algorithm quantizers.
 
+   The `Quantizer` unifies the interfaces across various quantization algorithms, including GPTQ, RTN, etc.
+   Given a float model, `Quantizer` apply the quantization algorithm to the model according to the `quant_config`.
+
+   To implement a new quantization algorithm,, inherit from `Quantizer` and implement the following methods:
+       - `prepare`: prepare a given model for convert.
+       - `convert`: convert a prepared model to a quantized model.
+   Note: `quantize` and `execute` are optional for new quantization algorithms.
+
 
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/gather/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/gather/index.html
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/gavgpool/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/gavgpool/index.html
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