diff --git a/External_Functions/README.md b/External_Functions/README.md
index db1f30fb619a31d59e31fedb90e85bae0590f51e..c15d12e5e60f62d83eb5a5bc2585ba51145b7b99 100644
--- a/External_Functions/README.md
+++ b/External_Functions/README.md
@@ -2,6 +2,7 @@
 
 Basic helpfull functions used by some of the programs. 
 Function explanation and usage included in corresponding header(.h) files.
+
 Modify at your own risk!
 
 ->input.c
diff --git a/GPUs/README.md b/GPUs/README.md
index 86661f101adecf13839309b28c93951fc6770c09..17d67f93661a1c4f22cc2a15b6f515aa03fccebd 100644
--- a/GPUs/README.md
+++ b/GPUs/README.md
@@ -1,6 +1,7 @@
 /****************************************************/
 
 A single GPU impementation of the Matrix-Vector algorithm with:
+
 ->cuBLAS(BLAS routines implemented on the GPU by NVIDIA)
 07/09/2017: Completed
 13/09/2017: Modified to use unified memory
diff --git a/MPI/README.md b/MPI/README.md
index 47d9bb935f937e68ba82385016176211df624b75..c1b686d90723cfb5cca39f261ae1659d573097b1 100644
--- a/MPI/README.md
+++ b/MPI/README.md
@@ -1,7 +1,11 @@
 /****************************************************/
 
 A parallel MPI implementation of the matrix-vector multiplication algorithm
+
 ->MPI(Basic implementation using intel mpi for compilation)
 19/09/2017: Completed
 
+->MPI-OpenMP(Hybrid implementation with MPI for data management between nodes and OpenMP for computations)
+20/09/2017: Completed
+
 /****************************************************/
diff --git a/OpenMP/README.md b/OpenMP/README.md
index 01078da7bda774374095a7a38795cb9c1a39eac0..516df02f37fba4cf268faf00eea4f417c5cdbcec 100644
--- a/OpenMP/README.md
+++ b/OpenMP/README.md
@@ -1,6 +1,7 @@
 /****************************************************/
 
 Two OpenMP impementations of the Matrix-Vector algorithm:
+
 ->OpenMP (a simple naive parallel for implementation)
 07/09/2017: Completed
 
diff --git a/README.md b/README.md
index 366249e61a1fa0905f44db54378b03a1091b1cb3..3ba48d8fc3d0c8e0413708efc077e160cd275537 100644
--- a/README.md
+++ b/README.md
@@ -7,17 +7,13 @@ Directory layout(tree -d):
 Training
 ├── External_Functions
 ├── GPUs
-├── Multinode
-│   ├── Hybrid
-│   │   ├── Cuda-MPI
-│   │   ├── OpenMP-MPI
-│   │   └── PHI-MPI
-│   └── MPI
+├── MPI
 ├── OpenMP
 ├── Outputs
 │   └── Debug
 └── Serial
 
+
 Loader contains required modules for all makefiles. Create executables with 'make' in corresponding directories. 
 
 /****************************************************/
diff --git a/Serial/README.md b/Serial/README.md
index 4e97e4164dbe44b6793666c4ab9216d6e0b349f2..18907b1530024520fe28d40d662f27204e327f94 100644
--- a/Serial/README.md
+++ b/Serial/README.md
@@ -1,8 +1,8 @@
 /****************************************************/
 
 A serial impementation of the Matrix-Vector algorithm:
-->Serial(Mostly used for time comparison and error checking)
 
+->Serial(Mostly used for time comparison and error checking)
 05/09/2017: Completed
 
 /****************************************************/