Update ov_phi3_vision.py

Related to openvinotoolkit/openvino_notebooks#2374

Author: szeyu

src/embeddedllm/backend/ov_phi3_vision.py

@@ -322,7 +322,7 @@ def __init__(self, model_dir, device):
         self.model = core.read_model(model_dir / "language_model.xml")
         self.image_embed = core.compile_model(model_dir / "image_embed.xml", device)
         self.img_projection = core.compile_model(model_dir / "img_projection.xml", device)
-        self.embed_tokem = core.compile_model(model_dir / "embed_token.xml", device)
+        self.embed_token = core.compile_model(model_dir / "embed_token.xml", device)
         self.input_names = {key.get_any_name(): idx for idx, key in enumerate(self.model.inputs)}
         self.output_names = {key.get_any_name(): idx for idx, key in enumerate(self.model.outputs)}
         compiled_model = core.compile_model(self.model, device)
@@ -573,7 +573,7 @@ def vision_embed_tokens(
             select = True
             input_ids.clamp_min_(0).clamp_max_(self.config.vocab_size)
 
-        hidden_states = torch.from_numpy(self.embed_tokem(input_ids)[0])
+        hidden_states = torch.from_numpy(self.embed_token(input_ids)[0])
         if select:
             if hd_transform:
                 idx = 0
@@ -587,4 +587,4 @@ def vision_embed_tokens(
                     hidden_states[positions[idx, 0], positions[idx, 1] : positions[idx, 1] + cnt] = img_set_tensor[i * cnt : (i + 1) * cnt]
                     idx += cnt
 
-        return hidden_states
+        return hidden_states