diff --git a/projects/rccl/docs/api-reference/env-variables.rst b/projects/rccl/docs/api-reference/env-variables.rst
index 165f3f0816..6d4b36eb49 100644
--- a/projects/rccl/docs/api-reference/env-variables.rst
+++ b/projects/rccl/docs/api-reference/env-variables.rst
@@ -19,10 +19,10 @@ in the following table.
 
 .. list-table::
     :header-rows: 1
-    :widths: 70,30
+    :widths: 40,60
 
     * - **Environment variable**
-      - **Value**
+      - **Values**
 
     * - | ``NCCL_CONF_FILE``
         | Specifies the path to the RCCL configuration file.
@@ -42,20 +42,62 @@ in the following table.
 
 .. list-table::
     :header-rows: 1
-    :widths: 70,30
+    :widths: 35,65
 
     * - **Environment variable**
-      - **Value**
+      - **Values**
 
-    * - | ``RCCL_LOG_LEVEL``
-        | Controls RCCL logging verbosity.
-      - | Integer value (default: ``1``)
-        | Higher values increase logging detail
+    * - | ``NCCL_DEBUG``
+        | Controls debug logging in RCCL for troubleshooting and monitoring collective communication operations. 
+      - | These are the logging levels in RCCL set via ``NCCL_DEBUG``. Each logging level contains all logging for levels below it. The default logging level is ``ERROR``.
+        |
+        | ``NONE``: No logging is printed.
+        | ``ERROR``: These messages report when a fatal condition has occurred in RCCL and the operation can't continue.
+        | ``VERSION``: ``librccl`` version info is printed during the initialization phase.
+        | ``WARN``: Prints warnings about unusual conditions that could lead to unexpected results.
+        | ``INFO``: Prints standard logging messages about status and operations performed.
+        | ``ABORT``: Unused.
+        | ``TRACE``: Prints trace-level logging of function calls and parameters. Only active when ``librccl`` is built using ``ENABLE_TRACE``.
 
     * - | ``NCCL_DEBUG_SUBSYS``
         | Controls which subsystems generate debug output.
-      - | Comma-separated list of subsystems (e.g., ``INIT,COLL``)
-        | Prefix with ``^`` to invert selection
+      - | These are the logging subsystems set via ``NCCL_DEBUG_SUBSYS``. These can be set as a comma-separated list, and can be inverted using the ``^`` prefix. The default subsystem set is ``INIT``, ``BOOTSTRAP``, and ``ENV``.
+        |
+        | ``INIT``: Prints during the initialization phase.
+        | ``COLL``: Prints during execution of collectives.
+        | ``P2P``: Prints logs related to peer-to-peer setup or communication.
+        | ``SHM``: Prints logs related to shared memory.
+        | ``NET``: Prints logs related to network setup or communication.
+        | ``GRAPH``: Prints logs related to parsing the topology of the network.
+        | ``TUNING``: Prints logs related to the tuner plugin.
+        | ``ENV``: Prints logs related to environment variables.
+        | ``ALLOC``: Prints logs related to memory allocation.
+        | ``CALL``: Prints logs for function calls (``TRACE`` only).
+        | ``PROXY``: Prints logs related to the proxy thread.
+        | ``NVLS``: Not valid for AMD/RCCL.
+        | ``BOOTSTRAP``: Prints logs related to the bootstrapping phase of initialization.
+        | ``REG``: Prints logs related to registration and deregistration of transport initialization.
+        | ``PROFILE``: Prints logs related to the profiling/timing info.
+        | ``RAS``: Prints logs related to RAS.
+        | ``VERBS``: Prints logs related to IB/Verbs.
+        | ``ALL``: Activates all logging subsystems.
+
+    * - | ``NCCL_WARN_ENABLE_DEBUG_INFO``
+        | Converts all ``WARN`` level logs to ``INFO`` level logs.
+      - | ``0``: Default value. Variable is not enabled.
+        | ``1``: Enable the variable.
+
+    * - | ``NCCL_DEBUG_TIMESTAMP_LEVELS``
+        | The timestamp levels for ``NCCL_DEBUG``.
+      - | A set of ``NCCL_DEBUG`` levels can have a timestamp prepended set as a comma-separated list which can be inverted using the ``^`` prefix. The default set is ``WARN``.
+
+    * - | ``NCCL_DEBUG_TIMESTAMP_FORMAT``
+        | The timestamp format for ``NCCL_DEBUG``.
+      - | Set the format of the timestamp in ``printf`` style. The default format is ``"[%F %T] "``.
+
+    * - | ``NCCL_DEBUG_FILE``
+        | Write logs to a file rather than ``stdout``.
+      - | The filename can be formatted using ``%h`` for hostname, ``%p`` for pid, and ``%%`` to escape the ``%`` character. It is recommended to use ``%p`` to output to individual files per pid to avoid mixing or potentially overwriting the output. Example usage: ``NCCL_DEBUG_FILE=debugfile.%h.%p``
 
 Algorithm and protocol control
 ==============================
@@ -65,10 +107,10 @@ collected in the following table.
 
 .. list-table::
     :header-rows: 1
-    :widths: 70,30
+    :widths: 40,60
 
     * - **Environment variable**
-      - **Value**
+      - **Values**
 
     * - | ``NCCL_ALGO``
         | Forces specific algorithm selection for collectives.
@@ -88,10 +130,10 @@ in the following table.
 
 .. list-table::
     :header-rows: 1
-    :widths: 70,30
+    :widths: 40,60
 
     * - **Environment variable**
-      - **Value**
+      - **Values**
 
     * - | ``NCCL_IB_HCA``
         | Specifies InfiniBand device:port to use.
@@ -149,10 +191,10 @@ intended for debugging and development purposes.
 
 .. list-table::
     :header-rows: 1
-    :widths: 70,30
+    :widths: 40,60
 
     * - **Environment variable**
-      - **Value**
+      - **Values**
 
     * - | ``CUDA_LAUNCH_BLOCKING``
         | Controls CUDA kernel launch blocking behavior.