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Updated readme file with better design, less text (#1265)
- Re-structure - changed the way the document is structured (table of content), including changing titles names - Redesigned the header - with better look and feel, with as much information in the header. - Removed tutorials from the tutorials section in the readme - will add some back after re-structuring the tutorials. - Added visuals to the page for better look and feel, and to better explain the product. - improved the quantization flow table and added 4 tutorials to it. - Re-ordered the Resources section, making it clear that API is per quantization method - Hidden (collapsed) the supported version table. users can open it on demand - Results - removed text, still requires updating the numbers, add mixed precision and the update graph - Troubleshooting and community - added community to this section. - Updated the license section with text and a badge
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