Update README.md

README.md

@@ -20,12 +20,14 @@ inference: false
 
 # long-t5-tglobal-xl-8b: 8-bit quantized version
 
-This is an 8-bit quantized version of the `pszemraj/long-t5-tglobal-xl-16384-book-summary` model, called `long-t5-tglobal-xl-8b`. The model has been compressed using `bitsandbytes` and can be loaded with low memory usage.
+This is an 8-bit quantized version of the `pszemraj/long-t5-tglobal-xl-16384-book-summary` model, The model has been compressed using `bitsandbytes` and can be loaded with low memory usage.
 
 Refer to the [original model](https://huggingface.co/pszemraj/long-t5-tglobal-xl-16384-book-summary) for all details about the model architecture and training process. For more information on loading 8-bit models, refer to the `4.28.0` [release information](https://github.com/huggingface/transformers/releases/tag/v4.28.0) and the [example repository](https://huggingface.co/ybelkada/bloom-1b7-8bit).
 
 - The total size of the model is only ~3.5 GB, much smaller than the original size.
 - This allows for low-RAM loading, making it easier to use in memory-limited environments.
+- `bitsandbytes` - AFAIK at time of writing - only works on GPU
+
 
 ## Basic Usage