Upload folder using huggingface_hub

README.md

@@ -13,5 +13,38 @@ Note the model is in float16.
 
 Codes:
 ```python
-model
+import transformers
+import torch
+import os
+from huggingface_hub import create_repo, upload_folder
+
+source_model_id = 'stabilityai/stablelm-2-1_6b'
+save_path = '/tmp/yujiepan/stablelm-2-tiny-random'
+repo_id = 'yujiepan/stablelm-2-tiny-random'
+
+config = transformers.AutoConfig.from_pretrained(
+    source_model_id, trust_remote_code=True)
+config.hidden_size = 4
+config.intermediate_size = 6
+config.num_attention_heads = 4
+config.num_hidden_layers = 2
+config.num_key_value_heads = 2
+
+model = transformers.AutoModelForCausalLM.from_config(
+    config, trust_remote_code=True)
+model = model.half()
+
+tokenizer = transformers.AutoTokenizer.from_pretrained(
+    source_model_id, trust_remote_code=True)
+
+result = transformers.pipelines.pipeline(
+    'text-generation',
+    model=model.float(), tokenizer=tokenizer)('Hello World!')
+print(result)
+
+model.save_pretrained(save_path)
+tokenizer.save_pretrained(save_path)
+os.system(f'ls -alh {save_path}')
+create_repo(repo_id, exist_ok=True)
+upload_folder(repo_id=repo_id, folder_path=save_path)
 ```