diff --git a/hpvm/test/dnn_benchmarks/hpvm-c/benchmarks/miniera-hpvm/src/README.md b/hpvm/test/dnn_benchmarks/hpvm-c/benchmarks/miniera-hpvm/src/README.md
index 2165fd454c1002d90f62a98e204f546ded42e354..bf375df786945f4215c33166832174c4649f1b86 100644
--- a/hpvm/test/dnn_benchmarks/hpvm-c/benchmarks/miniera-hpvm/src/README.md
+++ b/hpvm/test/dnn_benchmarks/hpvm-c/benchmarks/miniera-hpvm/src/README.md
@@ -1,4 +1,3 @@
-
 # Environment setup 
 
 Add path to `libprotobuf.so` and `libnvdla_compiler.so` in LD_LIBRARY_PATH
@@ -16,7 +15,7 @@ python3 /home/hsharif3/Gitlab/hpvm_release_nvdla/hpvm/build/tools/hpvm/tools/hpv
 
 ```
 
-*NOTE*: by default hpvm-clang is configured to read calibration inputs from a `calib.txt` file plaed in the current build directoy (see main.py.in in hpvm-clang). By default, INT8 mode is usedm for testing modify main.py in build directory to use FP16 mode (easily configurable)
+*NOTE*: by default hpvm-clang is configured to read calibration inputs from a `calib.txt` file plaed in the current build directoy (see main.py.in in hpvm-clang). Default compilation mode is INT8 - modify `main.py` in build directory to use FP16 mode (easily configurable)
 
 
 # Running on EPOCHS chip 
@@ -30,6 +29,12 @@ ssh -q -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/null -p 5506 root@
 
 ```
 
+*password*: `openesp` 
+
+More instructions on EPOCHS chip here: 
+
+https://docs.google.com/document/d/1rQa6sIDKtYHGKmWg5bPROJ_FijDUnaVEWkckLWtpHFU/edit?usp=sharing
+
 
 Running on EPOCHS chip:
 
@@ -50,4 +55,4 @@ cd NV_NVDLA/
 
 * Weights for FC layers need to be tranposed 
 
-* Modify paths to readTrainedWeights to pass constant file path -- use MODEL_PARAMS_STR as part of string 
+* Modify paths to readTrainedWeights to pass constant file path -- use MODEL_PARAMS_STR as part of string (see `miniera-hpvm.cpp` as example)