Update README.md

README.md

@@ -2,7 +2,7 @@
 license: apache-2.0
 ---
 # ✨ Orion-7B
-**Orion is based on llama-7B, further trained on the latest deep learning papers published in notable conferences with various PEFT methods. It is made available under the Apache 2.0 license.**
+**Orion is based on alpaca-7B, further trained on the latest deep learning papers published at notable conferences with various PEFT methods. It is made available under the Apache 2.0 license.**
 *Paper coming soon 😊.*
 
 
@@ -13,7 +13,7 @@ license: apache-2.0
 * 
 ⚠️ **This is a raw, fine-tuned model, which should be further instruction-tuned for production level performance.** 
 
-💥 **Orion LLM require PyTorch 2.0**
+💥 **Orion LLM requires PyTorch 2.0**
 
 You will need **at least 20-25GB of memory** to swiftly run inference with Orion-7B.
 
@@ -21,7 +21,7 @@ You will need **at least 20-25GB of memory** to swiftly run inference with Orion
 
 ### Model Description
 - **Developed by:** [AttentionX](https://atttentionx.github.io);
-- **Base model:** llama-7B;
+- **Base model:** alpaca-7B;
 - **Training method: LoRA, llama-adapter, llama-adapterV2, full fine-tuning**
 - **Language(s) (NLP):** English;
 - **License:** Apache 2.0 license.