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Update README.md

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@@ -29,4 +29,8 @@ This model has improved overall performance at the expense of small degradation
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  | palmer-004-old | 0.2601| 0.3456| 0.6138 | 0.7443 | **0.6511** | 0.5229 |
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  | palmer-004 | **0.2661**|**0.3490**|**0.6173**|**0.7481**| 0.6417 | **0.5244**|
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  </div>
 
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  | palmer-004-old | 0.2601| 0.3456| 0.6138 | 0.7443 | **0.6511** | 0.5229 |
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  | palmer-004 | **0.2661**|**0.3490**|**0.6173**|**0.7481**| 0.6417 | **0.5244**|
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+ #### note
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+ Even though palmer-003 is only 2k context size, it's **0.5257** on average so if you don't need that much context size (32k) you are better off with the former one.
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  </div>