[Doc] Refactor README for better readability✔️ (#193)

* Update README.md

* Update README.md

Author: DefTruth

README.md

@@ -262,7 +262,7 @@ The kernels listed here will guide you through a step-by-step progression, rangi
 | ✔️ [rms_norm_f16_f32](./kernels/rms-norm/rms_norm.cu)|f16|f32|[link](./kernels/rms-norm/)|⭐️⭐️| 
 | ✔️ [nms_f32](./kernels/nms/nms.cu)|f32|/|[link](./kernels/nms)|⭐️⭐️|  
 | ✔️ [notes v1(deprecated)](./kernels/notes-v1.cu)|f32|f32|/|⭐️⭐️|  
-| ✔️ [How to profile with nsys/ncu(timeline/ptx/sass)](./kernels/nvidia-nsight/)|/|/|[link](./kernels/nvidia-nsight/)|⭐️⭐️| 
+| ✔️ [How to use nsys/ncu(timeline/ptx/sass)](./kernels/nvidia-nsight/)|/|/|[link](./kernels/nvidia-nsight/)|⭐️⭐️| 
 
 ### 📚 Hard ⭐⭐⭐️ ([©️back👆🏻](#cuda-kernel))  
 
@@ -327,12 +327,12 @@ The kernels listed here will guide you through a step-by-step progression, rangi
 | ✔️ [flash_attn_mma...shared_qkv_swizzle{qkv}*](./kernels/flash-attn/mma/swizzle/flash_attn_mma_share_qkv_swizzle_qkv.cu)|f16|f16|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|
 | ✔️ [flash_attn_mma...tiling_qk_swizzle{q}*](./kernels/flash-attn/mma/swizzle/flash_attn_mma_tiling_qk_swizzle_q.cu)|f16|f16|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|   
 | ✔️ [flash_attn_mma...tiling_qk_swizzle{qk}*](./kernels/flash-attn/mma/swizzle/flash_attn_mma_tiling_qk_swizzle_qk.cu)|f16|f16|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|   
-| ✔️ [flash_attn_mma...tiling_qk_swizzle{qkv}*](./kernels/flash-attn/mma/swizzle/flash_attn_mma_tiling_qk_swizzle_qkv.cu)|f16|f16|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️⭐️| 
+| ✔️ [flash_attn_mma...tiling_qk_swizzle{qkv}*](./kernels/flash-attn/mma/swizzle/flash_attn_mma_tiling_qk_swizzle_qkv.cu)|f16|f16|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️| 
 | ? [flash_attn_mma_stages_split_q{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_split_q_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|   
-| ? [flash_attn_mma_stages...shared_kv{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_share_kv_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️⭐️|   
-| ? [flash_attn_mma_stages...shared_qkv{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_share_qkv_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️⭐️|   
-| ? [flash_attn_mma_stages...tiling_qk{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_tiling_qk_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️⭐️|   
-| ✔️ [How to implement MMA smem swizzle*](./kernels/swizzle/mma_simple_swizzle.cu)|f16|f16|[link](./kernels/swizzle)|⭐️⭐️⭐️⭐️| 
+| ? [flash_attn_mma_stages...shared_kv{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_share_kv_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|   
+| ? [flash_attn_mma_stages...shared_qkv{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_share_qkv_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|   
+| ? [flash_attn_mma_stages...tiling_qk{f32}*](./kernels/flash-attn/mma/basic/flash_attn_mma_tiling_qk_acc_f32.cu)|f16|f32|[link](./kernels/flash-attn)|⭐️⭐️⭐️⭐️|   
+| ✔️ [How to implement MMA smem swizzle*](./kernels/swizzle/mma_simple_swizzle.cu)|f16|f16|[link](./kernels/swizzle)|⭐️⭐️⭐️| 
 
 ## 📖 博客目录