Update README.md

README.md

@@ -15,7 +15,24 @@ model-index:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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-# kto-mix-14k-lf-response-phi3-f1_100_0.7-fg0.5-kto-fg-fgudw4.0
+# FactAlign-Phi-3-Mini
+
+This model is aligned with our **FactAlign** framework for improved long-form factuality, from [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct).
+
+For more information, please refer to our paper: [FactAlign: Long-form Factuality Alignment of Large Language Models](https://huggingface.co/papers/2410.01691).
+
+
+
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
 
 This model is a fine-tuned version of [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) on the trl-lib/kto-mix-14k and the chaoweihuang/lf-response-phi3-f1_100_0.7-fg0.5 datasets.
 It achieves the following results on the evaluation set:
@@ -39,18 +56,6 @@ It achieves the following results on the evaluation set:
 - Fg Logps/reference Kl: -20.2070
 - Fg Loss: 0.7365
 
-## Model description
-
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
 ## Training procedure
 
 ### Training hyperparameters