diff --git a/tt_metal/README.md b/tt_metal/README.md
index d8eb3f58f2a60..001c9fda39c5e 100644
--- a/tt_metal/README.md
+++ b/tt_metal/README.md
@@ -65,7 +65,7 @@ MESH_DEVICE=T3K_LINE WH_ARCH_YAML=wormhole_b0_80_arch_eth_dispatch.yaml python e
 
 **Note 1 (Llama70B)**: To run Llama70B on Galaxy, set `MESH_DEVICE=TG` and do not set `WH_ARCH_YAML=...`.
 
-**Note 2 (Llama70B)**: By default, this will run the newer tt-metal implementation of Llama70B from the [Llama3 demo](https://github.com/tenstorrent/tt-metal/tree/main/models/demos/llama3) which is currently ~10% slower than the [old Llama70b implemenentation](https://github.com/tenstorrent/tt-metal/tree/main/models/demos/t3000/llama3_70b). To run with the old implementation, set `MESH_DEVICE=T3K_RING` and modify the `TtLlamaForCausalLM` model import in [offline_inference_tt.py](https://github.com/tenstorrent/vllm/blob/dev/examples/offline_inference_tt.py) to `from models.demos.t3000.llama2_70b.tt.generator_vllm import TtLlamaForCausalLM`.
+**Note 2 (Llama70B)**: By default, this will run the newer tt-metal implementation of Llama70B from the [Llama3 demo](https://github.com/tenstorrent/tt-metal/tree/main/models/demos/llama3). To run with the [old Llama70B implemenentation](https://github.com/tenstorrent/tt-metal/tree/main/models/demos/t3000/llama3_70b), set `MESH_DEVICE=T3K_RING` and modify the `TtLlamaForCausalLM` model import in [offline_inference_tt.py](https://github.com/tenstorrent/vllm/blob/dev/examples/offline_inference_tt.py) to `from models.demos.t3000.llama2_70b.tt.generator_vllm import TtLlamaForCausalLM`.
 
 **Note 3 (Other Llama Versions)**: By default, the inference example will run with Llama-3.1-70B. To run with Llama-3.1-8B, Llama-3.2-1B, or Llama-3.2-3B, ensure that the apprioriate environment variables are set as per the [demo instructions](https://github.com/tenstorrent/tt-metal/tree/main/models/demos/llama3), then set `MESH_DEVICE=<device>` (valid options for `<device>` are `N150`, `N300`, `T3K_LINE`, or `TG`) and one of the following:
 - Llama-3.1-8B: `--model "meta-llama/Meta-Llama-3.1-8B"`