Update README.md

README.md

@@ -30,7 +30,7 @@ This is an experimental product that can be used to create new LLM bassed on Chi
 
 <!-- Provide the basic links for the model. -->
 
-- **Repository:** [https://huggingface.co/BlueWhaleX/Chinese-Alpaca-COIG-49954-7B-HF]
+- **Repository:** https://huggingface.co/BlueWhaleX/Chinese-Alpaca-COIG-49954-7B-HF
 
 ## Uses
 
@@ -103,12 +103,12 @@ BAAI/COIG-PC
 
 #### Preprocessing [optional]
 
-[80% for train dataset and 20% for test dataset]
+80% for train dataset and 20% for test dataset
 
 
 #### Training Hyperparameters
 
-- **Training regime:** [fp16 mixed precision, lr=1e-4, lora_rank=8, lora_alpha=32] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+- **Training regime:** fp16 mixed precision, lr=1e-4, lora_rank=8, lora_alpha=32 <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
 
 
 ## Evaluation