diff --git a/awqpy/README.md b/awqpy/README.md
index 8d119df46..6ede7b8b9 100644
--- a/awqpy/README.md
+++ b/awqpy/README.md
@@ -43,7 +43,7 @@ Example for llama model
 # For llama7b and llama2 models
 python convert.py models/llama-7b/ --awq-path awq_cache/llama-7b-w4-g128.pt --outfile models/llama_7b_fp16.gguf
 # For mistral and mpt models
-python convert-hf-to-gguf.py models/llama-7b/ --awq-path awq_cache/llama-7b-w4-g128.pt --outfile models/llama_7b_fp16.gguf
+python convert-hf-to-gguf.py models/mpt-7b/ --awq-path awq_cache/llama-7b-w4-g128.pt --outfile models/mpt_7b_fp16.gguf
 ```
 
 ## Quantize
@@ -57,7 +57,7 @@ python convert-hf-to-gguf.py models/llama-7b/ --awq-path awq_cache/llama-7b-w4-g
 # For llama and llama2, and mistral models.
 ./build/bin/main -m models/llama_7b_q4_0.gguf -n 128 --prompt "Once upon a time"
 # For mpt models.
-./build/bin/main -m models/llama_7b_q4_0.gguf -awq -n 128 --prompt "Once upon a time"
+./build/bin/main -m models/mpt_7b_q4_0.gguf -awq -n 128 --prompt "Once upon a time"
 ```
 
 ## Benchmark