Update README.md

README.md

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-license: llama3.1
-base_model: meta-llama/Meta-Llama-3.1-70B-Instruct
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+# Reflection 70B
+
 **Reflection 70B is (currently) the world's top open-source LLM, trained with a new technique called Reflection-Tuning that teaches a LLM to detect mistakes in its reasoning and correct course.**
 
 The model was trained on synthetic data generated by [Glaive](https://glaive.ai). If you're training a model, Glaive is incredible — use them.
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 what is 2+2?<|eot_id|><|start_header_id|>assistant<|end_header_id|>
 ```
 
+## Tips for Performance
+
+- We are initially recommending a `temperature` of `.7` and a `top_p` of `.95`.
+- For increased accuracy, append `Think carefully.` at the end of your messages.
+
 ## Dataset / Report
 
 Both the dataset and a brief report detailing how we trained this model will be released next week, alongside our Reflection 405B model that we expect will be the top-performing LLM in the world, including closed-source models.
 
 ---
 
-Thanks to Jason Kuperberg and Josh Bickett from the [HyperWrite](https://hyperwriteai.com) team for reviewing drafts of the report we'll be releasing next week.
+Thanks to Jason Kuperberg and Josh Bickett from the [HyperWrite](https://hyperwriteai.com) team for reviewing drafts of the report we'll be releasing next week.
+
+---
+license: llama3.1
+base_model: meta-llama/Meta-Llama-3.1-70B-Instruct
+---