Update README.md

README.md

@@ -12,7 +12,30 @@ Intuitively it seemed like LISA training should suit a MoE pretty well; though I
 
 Interesting thing about this one is it looks like it wasn't converging at the end of one epoch. Still more to learn.
 
-Generalization eval pending.
+Nous capabilities:
+
+|                                    Model                                    |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|-----------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[CosMoEAlpacaLisa-4x1b](https://huggingface.co/Lambent/CosMoEAlpacaLisa-4x1b)|  23.44|  48.13|     41.13|   29.95|  35.66|
+
+Comparisons:
+
+|                                      Model                                      |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|---------------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[CosMoE-AlpacaLight-v0.6](https://huggingface.co/Lambent/CosMoE-AlpacaLight-v0.6)|   23.3|  52.15|     38.57|   29.01|  35.76|
+
+|                                     Model                                     |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|-------------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[CosmoAlpacaLisa-0.3-1b](https://huggingface.co/Lambent/CosmoAlpacaLisa-0.3-1b)|  23.79|  51.61|     40.25|   29.97|  36.41|
+
+|                                  Model                                  |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|-------------------------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[CosmoAlpacaLight-1b](https://huggingface.co/Lambent/CosmoAlpacaLight-1b)|  24.28|  51.31|     40.33|   29.47|  36.35|
+
+|                          Model                          |AGIEval|GPT4All|TruthfulQA|Bigbench|Average|
+|---------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[cosmo-1b](https://huggingface.co/HuggingFaceTB/cosmo-1b)|  22.97|  52.01|     38.02|   28.73|  35.43|
+
 
 [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
 <details><summary>See axolotl config</summary>