diff --git a/examples/basic_gguf_models.py b/examples/basic_gguf_models.py
new file mode 100644
index 000000000..4cb3ce709
--- /dev/null
+++ b/examples/basic_gguf_models.py
@@ -0,0 +1,23 @@
+# -----------------------------------------------------------------------------
+#
+# Copyright (c) 2025 Qualcomm Innovation Center, Inc. All rights reserved.
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# -----------------------------------------------------------------------------
+
+# This is the work example of the GGUF models with the AI 100
+
+from transformers import AutoTokenizer
+
+from QEfficient import QEFFAutoModelForCausalLM as AutoModelForCausalLM
+
+# Load the model and tokenizer
+model_name = "MaziyarPanahi/Mistral-7B-Instruct-v0.3-GGUF"
+gguf_file = "Mistral-7B-Instruct-v0.3.fp16.gguf"
+# org_model_name = "mistralai/Mistral-7B-Instruct-v0.3"
+
+tokenizer = AutoTokenizer.from_pretrained(model_name, gguf_file=gguf_file)
+model = AutoModelForCausalLM.from_pretrained(model_name, gguf_file=gguf_file)
+
+generated_qpc_path = model.compile(prefill_seq_len=32, ctx_len=128, num_cores=16, num_devices=1)
+model.generate(prompts=["How are you?"], tokenizer=tokenizer)