added link, fixed typo

app.py

@@ -11,11 +11,12 @@ suite = evaluate.EvaluationSuite.load("Vipitis/ShaderEval") #downloads it
 text = """# Welcome to the ShaderEval Suite.
             
             This space hosts the ShaderEval Suite. more to follow soon.
+            For an interactive Demo and more information see the demo space [ShaderCoder](https://huggingface.co/spaces/Vipitis/ShaderCoder)
             
             # Task1: Return Completion
             ## Explanation
             Modelled after the [CodeXGLUE code_completion_line](https://huggingface.co/datasets/code_x_glue_cc_code_completion_line) task. 
-            Using the "return_completion" subset of the [Shadertoys-fine dataset](https://huggingface.co/datasets/Vipits/Shadertoys-fine).
+            Using the "return_completion" subset of the [Shadertoys-fine dataset](https://huggingface.co/datasets/Vipitis/Shadertoys-fine).
             All preprocessing and post proessing is done by the custom evaluator for this suite. It should be as easy as just giving it a model checkpoint that can do the "text-generation" task.
             Evaluated is currently with just [exact_match](https://huggingface.co/metrics/exact_match).