Add licence

.gitignore

@@ -1 +1,2 @@
-*__pycache__/
+*__pycache__/
+wandb/

LICENSE.MD

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) [2022] [inwaves]
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.MD

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 # Open-source Softmax Linear Unit
 
-Replicating the results in the paper [Softmax Linear Units](https://transformer-circuits.pub/2022/solu/index.html) published recently by Anthropic. 
+Replicating the results in the paper [Softmax Linear Units](https://transformer-circuits.pub/2022/solu/index.html) published recently by Anthropic. 
+
+TODO: update this readme with:
+- usage information
+- how to log runs, how to use pysvelte to look at activations