diff --git a/olmoe_inference.ipynb b/olmoe_inference.ipynb
deleted file mode 100644
index 275efe7..0000000
--- a/olmoe_inference.ipynb
+++ /dev/null
@@ -1,91 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "928261ae",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from vllm import LLM, SamplingParams"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "a35fc2b4",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "model_id = \"./llms/OLMoE-1B-7B-0924-Instruct\"\n",
-    "\n",
-    "llm = LLM(\n",
-    "    model=model_id,\n",
-    "    # cpu_offload_gb=4,\n",
-    "    tensor_parallel_size=2,\n",
-    "    # gpu_memory_utilization=0.90,\n",
-    "    max_model_len=4096,\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "6a708f11",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sampling_params = SamplingParams(\n",
-    "    temperature=0.6,\n",
-    "    top_p=0.95,\n",
-    "    top_k=20,\n",
-    "    max_tokens=1024,\n",
-    ")\n",
-    "\n",
-    "# Prepare the input to the model\n",
-    "prompt = \"Give me a short introduction to large language models.\"\n",
-    "messages = [\n",
-    "    {\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\n",
-    "    {\"role\": \"user\", \"content\": prompt}\n",
-    "]\n",
-    "\n",
-    "# Generate outputs\n",
-    "outputs = llm.chat(\n",
-    "    messages, \n",
-    "    sampling_params=sampling_params,\n",
-    "    # chat_template_kwargs={\"enable_thinking\": True},  # Set to False to strictly disable thinking\n",
-    ")\n",
-    "\n",
-    "# Print the outputs.\n",
-    "for out in outputs:\n",
-    "    # out.prompt is the input prompt; out.outputs is a list of completion choices\n",
-    "    print(\"=== PROMPT ===\")\n",
-    "    print(out.prompt)\n",
-    "    print(\"=== COMPLETION ===\")\n",
-    "    print(out.outputs[0].text)\n",
-    "    print(\"\\n---\\n\")"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "moe-explore",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.11"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}