Update README.md

README.md

@@ -20,13 +20,13 @@ For the full implementation, please refer to the [original repository](https://g
 Most models. More specifically, any `transformer` LLM/VLM trained for causal language modeling.
 
 ## Additional Arguments
-`backend` (`str`, *optional*): quantization backend, default is `quanto`
-`nbits` (`int`, *optional*): number of bits for quantization, default is `2`
-`quant_group_size` (`int`, *optional*): quantization group size, default is `64`
-`residual_length` (`int`, *optional*): residual length, default is `32`
-`squat_lambda` (`float`, *optional*): squat lambda, default is `0.001`
-`subspace_dim` (`int`, *optional*): subspace dimension, default is `10`
-`shared_svd` (`bool`, *optional*): if use shared svd, default is `True`
+- `backend` (`str`, *optional*): quantization backend, default is `quanto`
+- `nbits` (`int`, *optional*): number of bits for quantization, default is `2`
+- `quant_group_size` (`int`, *optional*): quantization group size, default is `64`
+- `residual_length` (`int`, *optional*): residual length, default is `32`
+- `squat_lambda` (`float`, *optional*): squat lambda, default is `0.001`
+- `subspace_dim` (`int`, *optional*): subspace dimension, default is `10`
+- `shared_svd` (`bool`, *optional*): if use shared svd, default is `True`
 
 ## Output Type changes
 (none)