Update README.md

README.md

@@ -32,7 +32,7 @@ metrics:
 - Join Pruna AI community on Discord [here](https://discord.gg/CP4VSgck) to share feedback/suggestions or get help.
 
 **Frequently Asked Questions**
-- ***How does the compression work?*** The model is compressed by using bitsandbytes.
+- ***How does the compression work?*** The model is compressed by using GPTQ.
 - ***How does the model quality change?*** The quality of the model output will slightly degrade.
 - ***What is the model format?*** We the standard safetensors format.
 - ***How to compress my own models?*** You can request premium access to more compression methods and tech support for your specific use-cases [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
@@ -44,7 +44,7 @@ from transformers import AutoTokenizer
 import transformers
 import torch
 
-model = "PrunaAI/mattshumer-Hermes-2-Pro-11B-GPTQ-4bit"
+model = "PrunaAI/mattshumer-Hermes-2-Pro-11B-GPTQ-8bit"
 tokenizer = "mattshumer/Hermes-2-Pro-11B"
 messages = [{"role": "user", "content": "What is a large language model?"}]