Update README.md

README.md

@@ -172,7 +172,7 @@ In LM-Studio, simply select the ChatML Prefix on the settings side pane:
 
 # Inference Code
 
-Here is example code using HuggingFace Transformers to inference the model (note: even in 4bit, it will require more than 24GB of VRAM)
+Here is example code using HuggingFace Transformers to inference the model (note: in 4bit, it will require around 5GB of VRAM)
 
 ```python
 # Code to inference Hermes with HF Transformers
@@ -183,9 +183,9 @@ from transformers import AutoTokenizer, AutoModelForCausalLM
 from transformers import LlamaTokenizer, MixtralForCausalLM
 import bitsandbytes, flash_attn
 
-tokenizer = LlamaTokenizer.from_pretrained('NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO', trust_remote_code=True)
+tokenizer = LlamaTokenizer.from_pretrained('NousResearch/Nous-Hermes-2-Mistral-7B-DPO', trust_remote_code=True)
 model = MixtralForCausalLM.from_pretrained(
-    "NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO",
+    "NousResearch/Nous-Hermes-2-Mistral-7B-DPO",
     torch_dtype=torch.float16,
     device_map="auto",
     load_in_8bit=False,