Update README.md

README.md

@@ -28,7 +28,7 @@ from transformers import AutoModelForCausalLM, AutoTokenizer, AddedToken
 
 login("[YOUR HF TOKEN HERE FOR USING LLAMA]")
 config = PeftConfig.from_pretrained("ChangeIsKey/llama-7b-lexical-substitution")
-base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-7b-hf")
+base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-7b-hf", device_map='auto')
 
 tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-2-7b-hf", use_fast=False, trust_remote_code=True)
 tokenizer.add_special_tokens({ "additional_special_tokens":[AddedToken("<|s|>"), AddedToken("<|answer|>"), AddedToken("<|end|>")]})
@@ -38,4 +38,5 @@ tokenizer.padding_side = 'left'
 base_model.resize_token_embeddings(len(tokenizer))
 
 model = PeftModel.from_pretrained(base_model, "ChangeIsKey/llama-7b-lexical-substitution")
+model.eval()
 ```