Update README.md

README.md

@@ -7,23 +7,20 @@ sdk: static
 pinned: false
 ---
 
-## Dante Models: {Small, Medium, Large}
+## Gale Models: {Small, Medium, Large}
 
-Dante comprises three decoder-only transformer models derived from [Mistral](https://huggingface.co/mistralai/Mistral-7B-v0.1), with varying layers dropped from the original Mistral-7b model: `[15:-8]`, `[10:-3]`, and `[2:-2]` for large, medium, and small respectively.
-
-![](graphic.png)
+Gale comprises three decoder-only transformer models derived from [Mistral](https://huggingface.co/mistralai/Mistral-7B-v0.1), with varying layers dropped from the original Mistral-7b model: `[15:-8]`, `[10:-3]`, and `[2:-2]` for large, medium, and small respectively. Models were fine-tuned with high-rank adapters on a small randomized subset of high-quality web documents to ensure coherent text generation.
 
 | Model | Parameters | Retained Layers |
 | --- | --- | --- |
-| [Dante-Large](https://hf.co/crumbly/dante-large) | 5.1B | 23/32 |
-| [Dante-Medium](https://hf.co/crumbly/dante-medium) | 3B | 13/32 |
-| [Dante-Small](https://hf.co/crumbly/dante-small) | 1B | 4/32 |
+| [Gale-Large](https://hf.co/crumbly/Gale-large) | 5.1B | 23/32 |
+| [Gale-Medium](https://hf.co/crumbly/Gale-medium) | 3B | 13/32 |
+| [Gale-Small](https://hf.co/crumbly/Gale-small) | 1B | 4/32 |
 
-Models were fine-tuned with high-rank adapters on a small randomized subset of high-quality web documents to ensure coherent text generation.
 
-## Virgil Dataset
+## Horizon Dataset
 
-Virgil dataset, by Crumbly, consists of updated English text and code to fine-tune models like Dante which need to "set" their architectural changes in place. It's an efficient approach to leverage prior model knowledge instead of starting from scratch.
+The dataset used to train the Gale models consists of updated English text and code to fine-tune models like Dante which need to "set" their architectural changes in place. It's an efficient approach to leverage prior model knowledge instead of starting from scratch.
 
 | Subset | Token % |
 | --- | --- |
@@ -35,14 +32,6 @@ Virgil dataset, by Crumbly, consists of updated English text and code to fine-tu
 
 **Bias Alert**: Contains internet-sourced text including potentially offensive content. Measures should be taken to mitigate biases during inference.
 
-A small 2% subset of Virgil, specifically random 1k token windows, is used to set the Dante models due to the extensive time required to train on larger datasets with Crumbly's compute setup (2xA6000 Lambdalabs Vector Workstation). The dataset isn't publicly shared.
-
----
-
-**btc** (btc network only) 3JB6if8iTpWBbBGBdnoYZxpg3CZoLUUvYe
-
-**eth** (eth network only) 0x32df00b0a9ecee8cc9c73e4ce53ea79fad802028
-
-**xtz** tz1ULvqesQA8SnopRzuQKFQj2jdLGBatJoC3
+A small 2% subset of Horizon, specifically random 1k token windows, is used to set the Gale models due to the extensive time required to train on larger datasets with Crumbly's compute setup (2xA6000 Lambdalabs Vector Workstation). The dataset isn't publicly shared.
 
-can accept most cryptos, contact [crumb](https://twitter.com/aicrumb)
+***btc** (btc network) 3JB6if8iTpWBbBGBdnoYZxpg3CZoLUUvYe **eth** (eth network) 0x32df00b0a9ecee8cc9c73e4ce53ea79fad802028 contact [crumb](https://twitter.com/aicrumb)*