diff --git a/hpvm/docs/KerasFrontend.md b/hpvm/docs/KerasFrontend.md
index f80ac8a387ecd3a537473a9797eaec190f3c9964..cddfddb4f725e6741e0fe89672617766d8d4d050 100644
--- a/hpvm/docs/KerasFrontend.md
+++ b/hpvm/docs/KerasFrontend.md
@@ -34,9 +34,7 @@ pip3 install -e ./
 
 ## Suppported Operations
 
-List of supported operations and limitations detailed in https://gitlab.engr.illinois.edu/llvm/hpvm/-/blob/approx_hpvm_reorg_keras/hpvm/projects/keras/docs/Support.md
-
-
+List of supported operations and limitations are documented [here](../projects/keras/docs/Support.md) 
 
 
 
@@ -84,7 +82,7 @@ python3 ${BENCH_NAME}.py  [hpvm_reload|keras_reload]  [frontend] [compile]
 
 **Command-line Parameters**
 
-`hpvm_reload` : Reloads HPVM weights ('.bin' binary format used in `model_params` found here: https://gitlab.engr.illinois.edu/llvm/hpvm/-/tree/approx_hpvm_reorg_keras/hpvm/test/dnn_benchmarks/model_params) from directory path specified in the `reload_dir` parameter set in code - this is described in "Parameters to Change in Code" (below).
+`hpvm_reload` : Reloads HPVM weights (`.bin` binary format used by HPVM weights - present in `model_params` download directory) from directory path specified in the `reload_dir` parameter set in code - this is described in "Parameters to Change in Code" (below).
 
 `keras_reload`: Alternatively, reload weights in Keras `.h5` file format with path to file specified in `keras_model_file` described in "Parameters to Change in Code" (below).