Update README.md

README.md

@@ -1,6 +1,9 @@
 ---
 library_name: peft
 base_model: mistralai/Mistral-7B-v0.1
+license: mit
+datasets:
+- teknium/OpenHermes-2.5
 ---
 
 # Model Card for Model ID
@@ -19,13 +22,17 @@ A SFT version on Mistral-7B-v0.1 using dataset teknium/OpenHermes-2.5
 
 ## Uses
 
-<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+```python
 
-### Direct Use
+from peft import PeftModel, PeftConfig
+from transformers import AutoModelForCausalLM
+
+config = PeftConfig.from_pretrained("linlinlin/zephy_SFT_Hermes")
+model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-v0.1")
+model = PeftModel.from_pretrained(model, "linlinlin/zephy_SFT_Hermes")
+```
 
-<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
 
-[More Information Needed]
 
 
 ## Training Details
@@ -48,4 +55,4 @@ Ubuntu 22.04
 
 ### Framework versions
 
-- PEFT 0.9.0
+- PEFT 0.9.0