Upload folder using huggingface_hub

README.md

@@ -8,9 +8,16 @@ This tiny model is intended for debugging. It is randomly initialized using the
 
 ### Example usage:
 
+- vLLM
+
+```bash
+vllm serve yujiepan/minimax-m2-tiny-random --trust-remote-code
+```
+
+- Transformers
+
 ```python
 import torch
-
 from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
 
 model_id = "yujiepan/minimax-m2-tiny-random"
@@ -31,9 +38,8 @@ print(pipe('Write an article about Artificial Intelligence.'))
 import json
 from pathlib import Path
 
-import torch
-
 import accelerate
+import torch
 from huggingface_hub import file_exists, hf_hub_download
 from transformers import (
     AutoConfig,