"Update README.md"

README.md

@@ -15,8 +15,9 @@ Persimmon is a Large language Model from Adept AI. It is trained from Scratch wi
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 # Brief
 This is a preview of adepts persimmon chat model.
-it i snot based on the model published at https://huggingface.co/adept/persimmon-8b-chat but on the ones released on the tar files in https://github.com/persimmon-ai-labs/adept-inference.
-As these seems to be slightly different, models based on the huggingface release will follow as soon as pssoble.
+It i snot based on the model published at https://huggingface.co/adept/persimmon-8b-chat but on the ones released on the tar files in https://github.com/persimmon-ai-labs/adept-inference.
+As these seems to be slightly different, models based on the huggingface release will follow as soon as possible.
+## Note: These models do not seem to work with cuda acceleration at the moment. If you are using the Cublas version of Llama.cpp, you need to set `--n-gpu-layers 0` for it to work. (At a later date this may work again with Cuda, so feel free to play with this setting)
 
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