Update README.md

README.md

@@ -20,7 +20,7 @@ license: apache-2.0
   
 ![palmer-004](https://huggingface.co/appvoid/palmer-004-original/resolve/main/palmer-004.jpeg)
 
-this is the official model used in dot, as of 09/2024, it consistently outperforms every sota model below 700m parameters, outperforms most 1b and is competitive with the best ones.
+cubby consistently outperforms every sota model below 600m parameters, outperforms base 1b models and is competitive with the best ones.
 
 #### benchmarks
 
@@ -28,10 +28,10 @@ zero-shot evaluations performed on current sota ~0.5b models and palmer-004.
 
 | Parameters | Model                          | MMLU  | ARC-C | HellaSwag | PIQA   | Winogrande | Average |
 | -----------|--------------------------------|-------|-------|-----------|--------|------------|---------|
-| 0.5b       | qwen2                         |**0.4413**| 0.2892| 0.4905    | 0.6931 | 0.5699  | 0.4968  |
+| 0.5b       | qwen2                          |**0.4413**| 0.2892| 0.4905    | 0.6931 | 0.5699  | 0.4968  |
 | 0.5b       | palmer-004-turbo                 |0.2736|0.3558|0.6179|0.7367     | 0.6117     |0.5191|
 | 1.1b       | palmer-004                        | 0.2661| 0.3490| 0.6173  |**0.7481**|**0.6417**  |0.5244|
-| 0.5b       | dot-001                     |0.2617|**0.3729**|**0.6288**|0.7437| 0.6227 |**0.5260**|  
+| 0.5b       | cubby                             |0.2617|**0.3729**|**0.6288**|0.7437| 0.6227 |**0.5260**|  
 #### supporters
 
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