Update README.md

README.md

@@ -23,17 +23,26 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the arynkiewicz/anydef-kilt-tasks-v2 dataset.
 
-## Model description
-
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
+Find out about Model description, Intended uses & limitations and Training and evaluation data on our [github](https://github.com/daisd-ai/universal-el).
+
+This is an updated version of the anydef model. The primary goal was to use an improved dataset during fine-tuning, enabling the model to better understand nuances.
+Overall, anydef-v2 offers better performance in benchmarks, and manual inspection of the results suggests that the model has indeed improved.
+
+Precision (%):
+| Dataset   |  anydef  | anydef-v2   |
+|------------|------------|------------|
+| RSS-500 | 66.23| 66.89|
+| ISTEX-1000| 86.72|  85.82|
+| Reuters-128| 63.8| 64.88|
+| TweekiGold| 75.23| 75.93|
+
+Retrieval rate (%):
+| Dataset   |  anydef  | anydef-v2   |
+|------------|------------|------------|
+| RSS-500 | 82.78| 84.11|
+| ISTEX-1000| 97.91|   97.76|
+| Reuters-128| 80.47| 83.33|
+| TweekiGold| 89.93| 91.67|
 
 ## Training procedure