Update README.md

README.md

@@ -144,8 +144,7 @@ Thank you to all my generous patrons and donaters!
 
 # Original model card: NousResearch's Redmond Puffin 13B
 
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-
+![puffin](https://i.imgur.com/R2xTHMb.png)
 
 ## **Redmond-Puffin-13b (Currently available as a Preview edition)**
 
@@ -177,13 +176,15 @@ The model follows the Vicuna ShareGPT prompt format:
 
 ## Notable Features:
 
- - Ability to recall information from upto early 2023, without being plugged into any internet.
+ - The first Llama-2 based fine-tuned model released by Nous Research.
+
+ - Ability to recall information from upto late 2022 without internet. (ChatGPT cut off date is in 2021)
 
- - Pretrained on 2 trillion tokens of text.
+ - Pretrained on 2 trillion tokens of text. (This is double the amount of most Open LLM's)
 
  - Pretrained with a context length of 4096 tokens, and fine-tuned on a significant amount of multi-turn conversations reaching that full token limit.
 
- - Available to use for any commercial purposes!
+ - The first commercially available language model released by Nous Research.
 
 ## Current Limitations
 
@@ -201,4 +202,4 @@ In the near future we plan on releasing an improved version of the model with th
 
 ## Benchmarks coming soon
 
-benchmarks coming soon!
+benchmarks coming soon!