Update README.md

README.md

@@ -87,6 +87,26 @@ Instructions for running it can be found at https://github.com/zjunlp/Mol-Instru
 </details>
 
 
+<h3> 📝 Demo</h3>
+
+As illustrated in [our repository](https://github.com/zjunlp/Mol-Instructions/tree/main/demo), we provide an example to perform generation.
+
+```shell
+>> python generate.py \
+    --CLI True \
+    --protein False\
+    --load_8bit \
+    --base_model $BASE_MODEL_PATH \
+    --lora_weights $FINETUNED_MODEL_PATH \
+```
+
+Please download [llama-7b-hf](https://huggingface.co/decapoda-research/llama-7b-hf/tree/main) to obtain the pre-training weights of LLaMA-7B, refine the `--base_model` to point towards the location where the model weights are saved.
+
+For model fine-tuned on **molecule-oriented** instructions, set `$FINETUNED_MODEL_PATH` to `'zjunlp/llama-molinst-molecule-7b'`.
+
+
+
+
 <h3> 🚨 Limitations</h3>
 
 The current state of the model, obtained via instruction tuning, is a preliminary demonstration. Its capacity to handle real-world, production-grade tasks remains limited.