Update README.md

README.md

@@ -9,7 +9,7 @@ The 'simplescaling-s1' model is a refined version of 'simplescaling/s1-32B,' des
 ## Variants
 | No | Variant | Cortex CLI command |
 | --- | --- | --- |
-| 1 | [gguf](https://huggingface.co/cortexso/simplescaling-s1/tree/main) | cortex run simplescaling-s1:32b |
+| 1 | [Simplescaling-s1-32b](https://huggingface.co/cortexso/simplescaling-s1/tree/main) | cortex run simplescaling-s1:32b |
 ## Use it with Jan (UI)
 1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
 2. Use in Jan model Hub:
@@ -21,9 +21,10 @@ The 'simplescaling-s1' model is a refined version of 'simplescaling/s1-32B,' des
 1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart)
 2. Run the model with command:
     ```bash
-    cortex run simplescaling-s1:32b
+    cortex run simplescaling-s1
     ```
 ## Credits
 - **Author:** simplescaling
 - **Converter:** [Homebrew](https://www.homebrew.ltd/)
-- **Original License:** [License](#)
+- **Original License:** [License](https://choosealicense.com/licenses/apache-2.0/)
+- **Paper**: [Paper](https://arxiv.org/abs/2501.19393)