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Update ReleaseNotes.md #2837

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Jul 29, 2024
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Update ReleaseNotes.md #2837

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Update ReleaseNotes.md
KodiaqQ Jul 23, 2024
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Add list of OV notebooks with NNCF to release notes
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l-bat Jul 26, 2024
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KodiaqQ Jul 26, 2024
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KodiaqQ Jul 29, 2024
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# Release Notes

## New in Release 2.12.0

Post-training Quantization:

- Breaking changes:
- ...
- General:
- ...
- Features:
- ...
- Fixes:
- ...
- Improvements:
- Reduced the amount of memory required for applying weight compression to OpenVINO models.
- Deprecations/Removals:
- ...
- Tutorials:
- [Post-Training Optimization of Stable Audio Open Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/stable-audio/stable-audio.ipynb)
- [Post-Training Optimization of Phi3-Vision Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/phi-3-vision/phi-3-vision.ipynb)
- [Post-Training Optimization of MiniCPM-V2 Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/minicpm-v-multimodal-chatbot/minicpm-v-multimodal-chatbot.ipynb)
- [Post-Training Optimization of Jina CLIP Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/jina-clip/jina-clip.ipynb)
- [Post-Training Optimization of Stable Diffusion v3 Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/stable-diffusion-v3/stable-diffusion-v3.ipynb)
- [Post-Training Optimization of HunyuanDIT Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/hunyuan-dit-image-generation/hunyuan-dit-image-generation.ipynb)
- [Post-Training Optimization of DDColor Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/ddcolor-image-colorization/ddcolor-image-colorization.ipynb)
- [Post-Training Optimization of DynamiCrafter Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/dynamicrafter-animating-images/dynamicrafter-animating-images.ipynb)
- [Post-Training Optimization of DepthAnythingV2 Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/depth-anything/depth-anything-v2.ipynb)
- [Post-Training Optimization of Kosmos-2 Model](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/kosmos2-multimodal-large-language-model/kosmos2-multimodal-large-language-model.ipynb)
- Known issues:
- ...

Compression-aware training:

- Breaking changes:
- ...
- General:
- ...
- Features:
- ...
- Fixes:
- ...
- Improvements:
- ...
- Deprecations/Removals:
- ...
- Tutorials:
- ...
- Known issues:
- ...

Deprecations/Removals:

- ...

Requirements:

- ...

## New in Release 2.11.0

Post-training Quantization:
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