diff --git a/assets/wechat.jpg b/assets/wechat.jpg
index 79cdc21a9..d933efedf 100644
Binary files a/assets/wechat.jpg and b/assets/wechat.jpg differ
diff --git a/assets/wechat_npu.jpg b/assets/wechat_npu.jpg
index 5104d61cc..60c311a99 100644
Binary files a/assets/wechat_npu.jpg and b/assets/wechat_npu.jpg differ
diff --git a/examples/inference/llama3_full_sft.yaml b/examples/inference/llama3_full_sft.yaml
new file mode 100644
index 000000000..d0c33209e
--- /dev/null
+++ b/examples/inference/llama3_full_sft.yaml
@@ -0,0 +1,3 @@
+model_name_or_path: saves/llama3-8b/full/sft
+template: llama3
+infer_backend: huggingface  # choices: [huggingface, vllm]
diff --git a/examples/inference/llama3_lora_sft.yaml b/examples/inference/llama3_lora_sft.yaml
index ec5d8732f..25d5457f4 100644
--- a/examples/inference/llama3_lora_sft.yaml
+++ b/examples/inference/llama3_lora_sft.yaml
@@ -1,5 +1,4 @@
 model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct
 adapter_name_or_path: saves/llama3-8b/lora/sft
 template: llama3
-finetuning_type: lora
 infer_backend: huggingface  # choices: [huggingface, vllm]