Update README.md

README.md

@@ -75,6 +75,30 @@ Alan Mathison Turing (23 June 1912  7 June 1954) was an English computer scienti
 
 To do GPU Inference in Int8 or CPU inference, please refer to the `togethercomputer/RedPajama-INCITE-7B-Chat` documentation.
 
+
+## Training
+
+**Training Data**
+
+  Please refer to [snorkelai/snorkel-curated-instruction-tuning](https://huggingface.co/datasets/snorkelai/snorkel-curated-instruction-tuning)
+
+**Training Procedure**
+
+- **Hardware:** 8 A100
+- **Optimizer:** Adam
+- **Gradient Accumulations**: 1
+- **Num of Tokens:** 3.8M tokens
+- **Learning rate:** 1e-5
+- **Batch size:** 64
+
+## License/Attribution
+**Copyright (2023) Snorkel AI, Inc.** This model was developed at [Snorkel AI](https://snorkel.ai/) and its use is subject to the Apache 2.0 license.
+
+This work comes with the collaboration with Together Computer.
+
+
+Please further licensing, please refer to the dataset licenses: [snorkelai/snorkel-curated-instruction-tuning](https://huggingface.co/datasets/snorkelai/snorkel-curated-instruction-tuning/)
+
 # Uses
 
 ## Direct Use 
@@ -114,21 +138,6 @@ Using the model to generate content that is cruel to individuals is a misuse of
 For example, the model may not always provide accurate or relevant answers, particularly for questions that are complex, ambiguous, or outside of its training data. 
 We therefore welcome contributions from individuals and organizations, and encourage collaboration towards creating a more robust and inclusive chatbot.
 
-## Training
-
-**Training Data**
-
-  Please refer to [snorkelai/snorkel-curated-instruction-tuning](https://huggingface.co/datasets/snorkelai/snorkel-curated-instruction-tuning)
-
-**Training Procedure**
-
-- **Hardware:** 8 A100
-- **Optimizer:** Adam
-- **Gradient Accumulations**: 1
-- **Num of Tokens:** 3.8M tokens
-- **Learning rate:** 1e-5
-- **Batch size:** 64
-
 ## Community
 
 Join us on [Snorkel AI Slack](snorkel.ai/slack)