Update README.md

README.md

@@ -22,7 +22,7 @@ license: apache-2.0
 
 This is a passthrough of arco with an experimental model. It improved on arc challenge, only missing 1.2 points to get to the level of modern 3b baseline performance.
 
-If you prefer answering multilingual, general knowledge, trivially simple questions chose qwen. If you prefer solving trivially simple english tasks, chose arco.
+If you prefer answering multilingual, general knowledge, trivially simple questions chose qwen or llama. If you prefer solving trivially simple english tasks while being half the size, chose arco.
 
 #### prompt
 
@@ -31,12 +31,15 @@ there is no prompt intentionally set.
 
 #### benchmarks
 
+zero-shot results from state-of-the-art small language models
+
 | Parameters | Model                          | MMLU  | ARC-C | HellaSwag | PIQA   | Winogrande | Average |
 | -----------|--------------------------------|-------|-------|-----------|--------|------------|---------|
-| 0.5b       | qwen2                          |44.13| 28.92| 49.05    | 69.31 | 56.99  | 49.68  |
-| 0.5b       | qwen2.5                        |**47.29**|31.83|52.17|70.29|57.06|51.72|
+| 0.5b       | qwen 2                         |44.13| 28.92| 49.05    | 69.31 | 56.99  | 49.68  |
+| 0.5b       | qwen 2.5                       |**47.29**|31.83|52.17|70.29|57.06|51.72|
 | 0.5b       | arco                           |26.17|37.29|62.88|74.37|**62.27**|52.60|
-| 0.5b       | arco 2                         |25.51|**38.82**|**63.02**|**74.70**|61.25|**52.66**|  
+| 0.5b       | arco 2                         |25.51|**38.82**|63.02|**74.70**|61.25|**52.66**|
+| 1.24b      | llama 3.2                      |36.75|36.18|**63.70**|74.54    |60.54|**54.34**|
 #### supporters
 
 <a href="https://ko-fi.com/appvoid" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 34px !important; margin-top: -4px;width: 128px !important; filter: contrast(2) grayscale(100%) brightness(100%);" ></a>