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[DOCS] Minor docs fixes (#26180)
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tsavina authored Aug 22, 2024
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Expand Up @@ -317,7 +317,7 @@ OpenVINO GenAI Flavor includes the following API:
* visibility - controls the visibility of the GenAI library.
Learn more about API in the `GenAI repository <https://github.com/openvinotoolkit/openvino.genai/tree/master/src/cpp/include/openvino/genai>`__.
Learn more in the `GenAI API reference <https://docs.openvino.ai/2024/api/genai_api/api.html>`__.
Additional Resources
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Expand Up @@ -7,10 +7,6 @@ Weight compression is a technique for enhancing the efficiency of models,
especially those with large memory requirements. This method reduces the model's
memory footprint, a crucial factor for Large Language Models (LLMs).

Weight compression is a technique for enhancing the efficiency of models,
especially those with large memory requirements. This method reduces the model's
memory footprint, a crucial factor for Large Language Models (LLMs).

Unlike full model quantization, where weights and activations are quantized,
weight compression in `Neural Network Compression Framework (NNCF) <https://github.com/openvinotoolkit/nncf>`__
only targets the model's weights. This approach allows the activations to remain as
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